In [1]:
# Importaciones
import pandas as pd
import os

1. Carga de los datos y construcción del dataframe¶

In [3]:
# Leer el archivo ignorando líneas hasta encontrar !Sample_title
with open('./Datos/Omics/GSE29676_series_matrix.txt', 'r') as f:
    lines = f.readlines()
    
# Encontrar la línea que contiene !Sample_title
start_idx = next(i for i, line in enumerate(lines) if '!Sample_title' in line)
In [4]:
df = pd.read_csv('./Datos/Omics/GSE29676_series_matrix.txt',
                sep='\t',
                skiprows=start_idx,
                dtype=str  # Todas las columnas como strings
                )

# Transponer el DataFrame para que los nombres de columna estén en la cabecera
df = df.set_index(df.columns[0]).T.reset_index(drop=False)

# Opcional: limpiar nombres de columnas
df.columns = df.columns.str.replace('!', '')
In [8]:
pd.set_option('display.max_columns', None)
df.head()
Out[8]:
!Sample_title index Sample_geo_accession Sample_status Sample_submission_date Sample_last_update_date Sample_type Sample_channel_count Sample_source_name_ch1 Sample_organism_ch1 Sample_characteristics_ch1 Sample_characteristics_ch1 Sample_characteristics_ch1 Sample_characteristics_ch1 Sample_characteristics_ch1 Sample_molecule_ch1 Sample_extract_protocol_ch1 Sample_label_ch1 Sample_label_protocol_ch1 Sample_taxid_ch1 Sample_hyb_protocol Sample_scan_protocol Sample_data_processing Sample_platform_id Sample_contact_name Sample_contact_email Sample_contact_phone Sample_contact_laboratory Sample_contact_department Sample_contact_institute Sample_contact_address Sample_contact_city Sample_contact_state Sample_contact_zip/postal_code Sample_contact_country Sample_supplementary_file Sample_data_row_count Sample_relation Sample_relation Sample_relation Sample_relation Sample_relation Sample_relation series_matrix_table_begin ID_REF 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 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9435 9436 9437 9438 9439 9440 9441 9442 9443 9444 9445 9446 9447 9448 9449 9450 9451 9452 9453 9454 9455 9456 9457 9458 9459 9460 9461 9462 9463 9464 9465 9466 9467 9468 9469 9470 9471 9472 9473 9474 9475 9476 9477 9478 9479 9480 series_matrix_table_end
0 Alzheimer's Disease serum (PD vs. AD) sample 1 GSM734833 Public on Jul 13 2011 May 31 2011 Jul 13 2011 other 1 AD1 Homo sapiens age: UNK gender: Female mini mental state exam (mmse) score: 5 sample type: serum disease state: Alzheimer's Disease other All serum (PD vs. AD) samples were purchased f... Alexa Fluor 647 standard Invitrogen protocol 9606 Probing and analysis of microarrays was perfor... Protein microarrays were scanned using a Genep... The GPR files were imported into Invitrogen's ... GPL13669 Robert,G,Nagele nagelero@rowan.edu 856-566-6083 Nagele NJISA UMDNJ-SOM 2 Medical Center Drive Stratford NJ 08084 USA ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM734n... 9480 Reanalyzed by: GSM735147 Reanalyzed by: GSM735278 Reanalyzed by: GSM735349 Reanalyzed by: GSM735424 Reanalyzed by: GSM735650 Reanalyzed by: GSM735737 NaN GSM734833 7289.964133 2388.467919 747.3622496 4584.640077 4023.20919 1866.587224 481.4213031 586.8884819 1310.611536 595.5258801 1171.503964 1382.892922 13897.5738 1860.222826 389.1375217 641.8950708 1007.393397 -1.363799726 1151.046968 5111.521371 1852.040027 730.0874531 761.0002468 -1.363799726 622.3472747 1177.868363 2582.58208 1.818399634 1086.039181 931.9298124 -2.272999543 685.0820621 -3.636799268 890.5612208 -2.727599451 935.1120118 2149.348367 2306.639936 791.0038408 6942.195203 789.6400411 523.6990946 786.4578417 990.5732006 1227.419753 788.7308412 7143.582962 918.7464151 613.2552766 552.3388888 1232.420352 436.8705121 633.7122724 1499.725098 937.8396112 563.7038865 662.3520667 1398.803918 2839.431028 577.7964837 1608.829076 1305.156337 670.9894649 826.9172336 1550.640288 1352.889328 997.3921992 820.5528348 518.6984956 395.5019204 471.874705 3819.548431 2049.336388 644.1680703 1200.143758 3709.080653 964.2064059 3810.456433 972.3892043 1330.613932 658.2606675 1103.768578 1803.397837 516.880096 0 -0.909199817 695.0832601 1585.189881 630.5300731 2783.06064 1647.015468 1076.947183 1184.687362 1236.057151 2815.337233 2471.659703 1010.120997 983.754202 585.5246821 1585.644481 1404.713717 669.1710653 2184.80716 599.6172793 6237.565345 2517.119693 1185.141961 380.5001234 577.3418838 274.5783447 382.773123 1916.593214 761.0002468 2294.365738 -3.18219936 539.1554915 410.5037174 696.9016597 1062.399986 765.5462459 389.1375217 942.3856103 3260.845144 651.8962688 887.8336213 599.1626794 534.1548925 5597.943273 678.7176634 -1.818399634 858.7392272 460.9643072 1025.577394 386.4099222 293.6715409 1891.590219 606.8908778 622.8018746 690.537261 2117.980974 515.0616963 1847.948628 826.4626337 1838.40203 1255.150347 980.5720026 401.4117192 381.8639231 630.984673 3232.205349 1687.47486 831.4632326 1737.02625 685.536662 652.8054686 633.2576725 539.6100914 340.4953315 772.3652445 502.7874988 421.4141152 -5.000598994 642.8042706 465.9649062 683.2636625 2172.987563 410.0491175 2040.244389 1459.265706 913.2912162 546.8836899 444.1441106 322.3113351 507.3334979 568.2498856 719.1770552 465.0557064 6047.542583 223.2085551 913.7458161 344.1321307 267.3047462 2618.040873 3150.377366 338.2223319 570.5228852 632.3484727 747.3622496 407.321518 254.1213489 534.1548925 186.3859625 205.9337586 209.5705578 585.0700822 394.5927206 288.6709419 182.2945633 561.430887 424.6775854 882.4005349 426.9103802 907.4078375 304.5532211 405.4755494 829.2600169 1405.767654 2170.276619 785.0506783 915.892458 685.4680269 818.9891604 218.8138978 970.372653 4044.931197 592.1372011 -0.89311795 -2.679353851 2783.402092 1044.501443 964.1208274 853.3742015 448.3452111 821.2219553 557.75216 374.2164212 863.645058 727.8911295 366.6249186 419.3188777 591.6906421 2165.81103 1001.185222 554.6262471 1988.973675 433.6087649 250.966144 760.0433757 2984.353631 575.614519 343.8504109 1971.557875 2772.684677 393.4184571 350.9953545 764.9555244 498.3598163 515.3290573 1515.621162 934.201376 1200.350525 396.097811 731.0170423 324.201816 501.4857291 104.4948002 1946.104014 668.0522268 865.8778528 436.7346777 1093.176371 6417.945591 497.4666983 2882.538185 491.6614316 590.7975241 580.9732267 1153.461833 526.4930317 817.6494835 3897.120176 3293.372442 526.4930317 857.8397913 1460.247849 1475.430854 944.9187914 1506.243423 736.822309 999.8455454 454.5970367 554.1796882 459.9557444 673.8574935 342.064175 913.2131042 366.6249186 2393.109548 676.0902884 1187.846874 702.4372679 384.9338366 -0.89311795 -4.019030776 690.8267346 405.9221084 149.5972567 501.0391701 784.1575604 1702.282813 254.0920569 1426.755926 506.8444368 806.0389502 1281.624259 1808.563849 347.8694416 392.0787802 452.8108008 442.9865034 1036.90994 1839.376419 984.2159812 469.3334829 2961.579123 849.3551707 342.064175 355.0143852 536.3173292 327.7742878 1992.546147 322.862139 1694.244752 327.3277288 367.0714776 451.9176829 413.067052 262.1301184 592.58376 190.2341234 77.2547027 430.929411 367.9645955 399.2237238 1020.833817 2024.698393 315.2706365 66.09072832 254.5386158 670.2850217 580.0801087 1021.280376 512.2031445 440.7537085 665.372873 401.4565187 442.9865034 -1.786235901 -6.698384627 2485.100697 868.5572067 480.9440162 3746.629802 532.7448574 385.3803956 144.238549 0 2108.651481 864.9847349 380.4682468 329.1139647 1253.044484 2396.68202 376.0026571 400.1168417 62.07169755 558.6452779 1539.288787 2783.848651 484.516488 775.6729398 2110.884276 206.7568055 264.3629133 239.3556107 294.2823646 530.5120625 530.0655035 399.2237238 2215.825635 1333.4251 878.3815041 717.1737141 754.684668 1040.482412 1203.476438 681.0024371 2381.052456 325.9880519 468.4403649 534.5310933 380.4682468 609.1064421 398.7771648 879.2746221 1199.010848 2243.954712 384.7401962 803.902222 351.1898054 1249.207409 1921.086665 785.1662895 357.2898765 2747.210574 813.0523286 525.0418306 388.2259511 735.4942823 951.6110856 1138.534692 2017.380644 611.3142642 2603.423185 880.5888296 518.0703209 504.1273013 3097.96466 908.9105881 1244.414497 796.9307122 403.0404094 1017.404709 834.8382967 879.2816716 1857.035919 -3.921474254 0 2419.985334 0.435719362 831.7882612 654.0147617 471.4483492 588.2211381 442.2551519 750.3087405 1030.912009 631.3573549 -1.307158085 437.462239 755.5373729 582.121067 591.2711736 69.71509784 282.3461463 502.3844238 2420.856773 849.652755 481.0341751 1471.424284 2317.155565 476.2412621 2061.388299 552.9278698 553.3635891 1051.826539 2413.449543 427.4406937 559.0279408 730.7013693 2617.366205 2583.380094 162.0876025 1897.557819 894.9675686 1016.96899 193.4593965 488.8771236 8517.00636 1752.463272 799.109309 806.9522575 486.2628075 782.9876927 609.1356674 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2237.775254 870.3004109 412.8410963 2095.585327 3924.932276 670.744204 450.5949733 503.058153 320.6627993 497.3111101 457.9155422 -1.390431808 1178.622696 384.2226563 323.0436568 898.6824254 473.2102921 376.80702 582.1274504 1415.923058 968.2040158 1207.358287 905.6345844 422.2277924 660.9185862 2495.825096 3746.286769 981.1813793 393.4922017 464.8677012 0 334.1671112 405.5426107 499.6284964 4870.682624 2158.413644 182.1465669 324.8975658 338.8018839 840.2842894 832.8686531 421.7643151 472.7468148 378.6609291 719.3167221 -3.707818155 425.4721333 405.0791335 834.7225622 2023.541758 1098.441128 17327.09772 424.0817015 1024.748243 786.5209262 3797.269268 494.0667692 264.6455208 740.1731992 1406.653513 -0.463477269 1642.099965 1600.850488 360.1218383 2289.577711 2223.300461 1627.73217 1179.549651 1592.971375 1635.147806 962.6422885 1998.977463 554.7822915 2515.291141 599.2761093 818.0373805 1358.451877 490.358951 1812.196123 586.7622231 551.0744733 1383.016172 1535.500194 307.2854296 658.1377225 1459.489921 1142.934946 802.7426306 491.7493828 3022.335274 712.8280403 1441.414308 680.8481087 1328.789331 310.9932478 425.4721333 841.211244 716.9993358 40492.15512 867.6294483 543.658837 818.5008577 550.1475188 387.0035199 -0.463477269 -4.634772694 355.9505429 507.0441327 427.7895197 432.4242923 -3.244340886 808.7678351 304.504566 455.1346785 661.8455407 683.1654951 289.6732934 572.3944277 565.9057459 640.9890636 6658.777929 128.8466809 289.2098161 2742.395003 678.0672451 317.4819295 352.706202 152.4840216 368.9279064 367.0739974 3267.978226 1540.598443 724.8784493 305.4315205 1532.255853 140.8970899 104.2823856 179.8291805 237.3003619 388.3939518 95.4763175 893.5841754 80.64504487 357.804452 504.7267464 442.6207923 548.2936097 762.8835854 877.8259482 470.8929057 511.6789054 1254.632968 632.1829955 1169.816628 326.2879977 409.7139061 346.2175202 421.3008379 1598.533102 1114.199356 911.6597889 42533.30901 102.8919538 385.1496109 200.2221804 784.6670171 615.961291 1212.920014 408.7869516 420.3738833 649.3316544 450.0364286 393.0287244 519.0945417 343.9001339 357.3409747 1138.763651 496.8476328 144.6049081 1293.101582 475.5276784 664.6264043 376.3435427 317.4819295 411.104338 294.7715433 314.7010659 2220.519598 2652.94389 266.9629072 301.2602251 348.5349066 573.3213822 231.7386347 -1.390431808 155.2648852 -1.853909078 380.0513609 423.6182242 1007.136106 838.4303803 270.6707253 431.4973378 650.7220862 383.7591791 676.9323773 848.2612375 837.7824081 589.9580935 2913.114565 534.9442394 386.1448623 1309.853671 1109.184089 666.4535479 546.9948931 511.3668733 760.2390708 2202.125992 411.8179942 1053.122352 403.4349308 325.8915934 682.171792 970.3395997 516.606288 603.0566303 766.002427 1076.699718 1048.93082 1450.793926 -0.523941469 0 477.8346193 813.6811006 883.3653159 355.2323157 508.2232245 1079.319425 865.0273645 3726.795666 2323.156471 2211.556939 3249.484988 457.400902 302.8381688 589.9580935 1238.597632 546.4709517 552.7582493 439.0629506 453.7333117 1180.96407 529.1808832 718.3237533 521.8457026 356.8041401 555.9018981 585.7665618 614.5833426 454.7811947 3586.903293 1387.397009 5069.657649 1159.48247 1537.76821 437.4911262 995.4887902 953.0495312 3899.172409 1559.773752 542.8033614 371.4745012 2065.377269 652.3071283 580.0032056 4262.787788 176.5682749 338.9901301 156.6584991 369.3787353 333.7507154 2084.239162 587.8623277 657.546543 2605.036981 1565.013166 1108.660147 1807.074125 506.6514001 3051.435113 605.6763376 1183.059836 839.878174 651.2592454 537.0400052 606.2002791 633.4452354 465.260024 41282.92013 803.2022712 1102.896791 1226.023036 4089.887103 332.7028325 438.5390091 365.711145 381.9533305 260.3989099 587.3383862 369.3787353 939.9509945 499.840161 192.8104604 1419.357438 2084.239162 365.711145 934.7115798 512.9386977 326.9394764 225.2948315 633.4452354 805.2980371 2430.564472 618.7748743 780.1488466 499.3162195 858.2161254 441.682658 432.775653 1994.645171 475.2149119 9225.037436 1182.011953 598.341157 1198.77808 435.9193018 29.34072224 298.1226956 541.231537 420.2010577 540.7075955 426.4883554 475.2149119 487.7895072 1876.75834 691.6027384 474.167029 105.3122352 310.6972908 427.5362383 341.6098375 626.6339963 779.1009637 1524.145732 140.940255 471.0233802 602.0087473 242.0609585 673.7887285 1232.834275 780.1488466 -6.287297622 2.095765874 241.537017 562.1891957 550.1385419 330.6070666 337.9422472 2273.382032 1105.516499 791.1516175 488.8373901 1288.372071 489.3613316 645.4958892 513.4626391 672.2169041 221.6272412 619.2988158 239.4412511 509.2711074 534.4202979 343.1816619 387.7166867 2346.209896 915.849687 846.6894131 2706.681626 674.31267 439.0629506 540.7075955 1383.729418 385.0969794 3850.445852 562.7131372 412.3419357 827.8275202 5110.525084 440.1108335 849.8330619 581.5242159 448.59017 1458.291463 2088.60795 5243.67555 1597.200073 10581.94836 437.6368029 1858.089361 1932.273529 850.3795898 1485.67488 1202.380977 643.2613759 3188.425581 2357.463324 1488.662162 5042.5319 1662.422395 11175.4217 1228.768634 788.6424298 1722.665914 907.6358268 944.9768509 -0.497880322 1107.285836 1055.008402 859.3414356 1491.151564 0.497880322 752.2971664 748.8120041 795.6127544 605.4224714 811.5449247 2044.794482 619.8610007 442.1177258 493.8972793 2245.938132 938.0065264 1581.267902 1280.050308 4785.625654 2227.01868 1587.242466 852.371111 533.2298247 601.4394288 9525.944198 1382.613654 673.6320755 339.5543795 6054.722594 3985.034096 819.5110098 963.8963031 837.4347014 484.4375532 478.9608696 289.7663473 1126.205288 526.2595002 487.9227154 970.3687473 495.8888006 1030.612266 1944.222657 495.8888006 1138.652296 2134.91082 1227.274993 2287.760079 1985.048843 761.7568925 6170.728709 396.3127362 537.2128673 1395.060662 515.3061331 1182.963645 555.6344392 569.0772079 1569.816655 436.143162 620.8567614 1120.728605 962.4026622 532.7319444 1540.939596 807.0640018 495.3909203 2557.611213 586.5030192 1370.664526 531.2383034 393.3254543 726.4073896 442.6156061 421.2067523 642.2656152 -1.493640966 746.3226025 740.8459189 424.1940342 3967.608285 387.3508904 408.2618639 527.2552609 2724.401121 551.6513966 409.7555049 624.3419236 433.6537604 626.3334449 825.983454 359.4695924 426.1855555 1228.768634 1088.366384 1330.8341 1691.299453 827.477095 1296.480358 1551.395083 896.1845794 559.6174818 315.1582437 1046.046556 811.5449247 168.7814291 489.9142367 409.7555049 17.92369159 3561.337942 1549.901442 447.096529 341.5459008 719.4370651 259.3956477 371.9166004 800.0936773 1041.067753 612.3927959 2045.790243 448.0922897 1587.242466 494.8930399 457.5520158 348.5162253 1371.660287 443.6113668 857.8477946 1664.413916 899.1718613 410.7512655 459.0456568 1108.281596 723.4201077 1168.027235 1097.82611 453.5689732 615.3800778 741.3437993 607.4139927 -1.991521287 347.0225843 1191.42761 1185.950927 611.3970353 261.387169 1186.946687 0.497880322 928.5468003 509.3315693 344.5331827 834.9452998 985.305157 434.1516407 925.061638 406.768223 482.9439122 468.5053829 540.2001492 574.5538914 1116.745562 293.7493899 524.7658593 861.8308372 409.7555049 5939.71224 335.0734566 3880.977109 864.8181191 258.8977674 298.2303128 426.6834358 302.7112357 665.3027645 1092.188207 767.7758684 1377.980029 2833.201092 4717.367358 1980.460087 376.421301 848.6214829 1354.807719 1668.406314 3811.58751 3507.25784 761.5965857 1051.50793 1355.32266 769.8356293 1301.253937 2072.119446 1532.977036 793.0079392 1372.830627 4631.887281 2025.259886 -2.059760881 621.5328458 697.7439984 965.5129129 623.5926067 820.2997708 632.3465904 996.4093262 3469.667204 902.6902061 618.4432045 584.9720902 2030.409288 1551.514884 651.3993786 582.3973891 684.8704929 521.1195029 1279.626447 529.3585464 42.74003828 885.1822386 2115.889365 534.5079486 500.0069538 618.9581447 712.6772648 1536.066677 676.6314494 3517.556644 442.3336492 818.7549502 726.0657105 1373.345567 4520.660193 1779.118461 460.3565569 470.6553613 820.8147111 766.7459879 1720.930216 2291.99892 1673.555716 895.481043 682.2957918 678.17627 460.3565569 531.9332475 4275.548649 801.2469827 1911.458098 1770.879417 2661.211058 3300.251871 1037.089604 1170.974061 970.1473749 646.7649166 715.2519659 556.1354379 653.9740797 3878.014799 1157.070675 632.3465904 3246.698089 1660.16727 476.8346439 1589.62046 3912.000853 177.1394358 1296.619475 1108.666294 2593.753889 1342.449154 1315.672263 563.8595412 546.8665139 866.1294504 5270.928094 434.6095459 540.6872312 1120.509919 988.1702826 1369.226046 3794.594483 281.1573602 605.0547588 1684.884401 1409.906323 31453.06359 571.0687042 462.931258 529.8734866 542.7469921 578.7928075 914.0188909 424.3107415 381.5707032 1108.151354 1820.313679 615.3535632 6039.218903 423.7958013 2816.208064 486.1035679 305.8744908 285.276882 162.2061694 42.22509806 370.2420183 969.6324347 1559.238987 499.4920136 461.9013776 1539.671259 375.3914206 310.5089528 442.3336492 1372.830627 427.4003828 1298.164295 3398.090513 538.1125301 1128.234023 1924.331603 498.4621332 584.9720902 1145.22705 811.5457871 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2247.065989 761.323145 533.8361495 1217.813716 1037.846226 898.320869 552.0351092 1331.557214 408.9710653 419.5871251 405.9379054 3042.25942 1605.552662 1262.805589 347.2968132 386.2223657 709.7594261 2333.005521 1439.234392 2273.858902 117.2821844 545.9687893 761.8286717 4599.78705 665.7786069 672.8559801 673.8670334 389.7610523 1288.081921 1642.961634 395.8273722 429.6976582 531.8140429 784.0718446 383.1892058 381.6726258 1159.678151 322.0204803 445.8745112 801.7652776 472.667424 477.217164 533.3306229 371.5620927 414.5318585 821.4808172 395.3218456 2439.166119 926.6303618 1174.84395 556.5848491 334.1531201 709.7594261 539.3969427 861.9229497 504.5156034 1339.64564 509.0653433 530.2974629 587.4219751 587.4219751 336.1752267 290.6778276 498.9548102 528.2753563 558.6069557 519.1758765 340.7249666 5052.233407 1021.669373 824.0084505 1251.178475 360.9460329 962.0172278 493.8995436 2738.4379 737.0578655 457.5016243 197.6609228 717.8478526 708.2428461 296.2386208 229.5091022 341.2304933 6348.909282 536.8693094 411.4986986 116.7766577 395.8273722 322.0204803 517.6592965 419.5871251 108.1827045 500.9769168 96.55559144 596.5214549 367.0123528 570.7395954 445.3689846 216.3654091 1938.694729 585.9053952 303.8215207 419.0815984 1303.247721 1382.615406 307.8657339 630.3917409 304.3270474 521.1979831 1020.152793 488.3387504 366.0012995 1463.499671 819.9642372 414.5318585 200.1885561 655.1625471 302.3049407 442.3358246 2718.72236 503.5045501 558.101429 474.184004 1047.956759 2920.427496 338.70286 440.313718 931.6856284 273.9954479 1.011053313 795.193431 -1.011053313 351.8465531 277.5341345 338.1973334 407.4544853 143.0640439 635.4470075 499.9658635 595.004875 155.1966836 273.4899213 474.184004 519.1758765 540.407996 529.2864096 276.5230812 258.3241216 283.6004544 273.9954479 10338.02013 564.1677489 576.8059153 2656.542581 437.2805581 265.4014948 206.7604026 467.6121575 666.9256152 579.0735663 1044.582289 2783.945721 505.1492812 1677.224178 1081.544431 1677.224178 577.4665166 735.493068 202.4882591 6873.351461 1812.21635 1920.424362 1852.392592 2605.563207 1830.965263 835.6658311 1334.386914 662.6401494 697.459559 1068.688034 1498.841664 533.5404921 453.1880084 1184.395611 632.6418888 341.2302144 518.5413618 1380.455671 1065.473935 2168.445695 1675.617128 462.2946232 885.484371 10953.1149 62605.29851 663.1758326 1209.572722 943.3381593 602.6436282 995.8351154 737.6358009 977.6218857 537.8259579 631.0348391 669.6040313 751.0278815 2843.406559 778.347726 629.4277894 440.8672942 401.7624188 6441.590781 1609.728091 401.7624188 796.0252724 916.553998 1177.967412 1170.467847 5013.994986 1444.737658 1853.463959 983.5144012 864.057042 680.853379 1092.793779 1751.148463 3170.709009 1330.101448 -0.535683225 1678.831227 1473.128869 572.1096843 629.4277894 2250.405228 1019.94086 1150.647567 685.1388448 490.1501509 625.1423236 805.1318872 588.1801811 971.193687 578.0021998 917.6253645 540.5043741 1245.999181 1006.54878 1469.379086 481.0435361 2151.303832 903.1619174 1065.473935 854.4147439 264.6275132 1174.217629 2756.625876 3033.03842 1015.119711 479.9721696 434.9747787 377.1209904 53.5683225 1020.476544 314.4460531 -7.499565151 1589.907812 1222.42912 623.5352739 395.8699033 668.5326649 374.9782575 1001.191948 746.7424157 1640.797718 927.8033458 869.4138742 1949.886939 787.4543408 314.9817363 674.4251803 2184.516192 646.5696526 5588.783087 1265.283778 516.3986289 1662.225047 424.7967975 537.8259579 1257.784212 152.1340359 264.6275132 14.46344708 485.8646851 122.6714585 1849.178493 1226.178902 653.5335346 382.4778227 550.1466721 474.0796542 1692.223308 1759.183711 462.8303064 822.8094337 810.4887195 2585.207244 661.0330997 483.186269 578.0021998 2462.535786 2009.347777 654.604901 403.9051517 505.1492812 595.144063 2462.000102 1038.689773 1039.76114 1582.408247 333.194966 1008.691513 824.4164833 558.1819205 1163.503965 854.9504272 637.4630378 1752.755512 622.9995907 610.6788765 568.3599018 2366.648488 581.2162992 1210.644089 1992.741597 356.2293447 276.4125441 364.8002763 1940.780324 700.1379751 371.228475 725.3150867 354.0866118 791.7398066 2910.366962 730.671919 406.0478846 635.8559881 448.9025426 729.6005525 860.3072594 442.4743439 1218.679337 487.4717348 861.9143091 1256.177163 202.4882591 344.4443137 408.1906175 2231.747466 500.4328738 893.6686088 561.3036108 1766.867412 1963.48528 4006.156386 1788.953255 1189.942108 1071.432708 1233.036435 2548.490771 1940.322079 1592.874066 944.8431223 131.4376977 516.5932464 663.6526378 2405.740812 3979.76111 597.3951098 5464.36068 492.8913665 1038.034605 527.3668282 408.3187495 1050.962903 556.9941781 858.654468 95.88487786 564.5356854 -2.154716356 1309.528866 972.3157558 303.2763272 645.8762278 513.3611719 1438.811847 808.0186337 1045.576112 773.5431719 5174.55133 1294.98453 2228.515392 1109.140244 600.0885053 822.5629691 646.4149069 844.6488117 406.1640332 886.6657807 485.3498593 426.6338386 622.713027 824.7176854 688.970555 1091.902514 1095.134588 1715.692899 787.5488283 2010.88904 1402.720348 1180.784563 831.7205136 3323.111301 785.932791 595.7790725 636.7186833 1199.099652 700.2828158 4265.261028 2100.309768 716.4431885 752.5346875 1669.366497 1584.79388 2095.461657 1117.220431 1079.512895 3010.13875 1694.684414 3110.87174 2643.29829 612.4781243 446.0262858 3799.303615 1124.761938 579.0800208 1346.159044 1090.286476 1067.123276 558.0715363 2213.971056 589.8536026 375.4593251 -9.157544515 -2.154716356 -1.616037267 5884.530369 2150.406924 4244.791222 507.974381 2424.59458 1065.507238 2066.372986 845.1874908 446.5649649 2128.85976 560.2262527 909.2903024 461.1093003 610.862087 583.9281326 2070.143739 1821.274 458.4159048 513.899851 406.1640332 535.9856937 769.7724183 446.5649649 2671.848282 1959.714526 418.5536522 698.1280995 355.5281988 343.6772588 615.1715198 644.7988697 284.422559 576.3866253 903.9035115 408.8574286 474.0375984 623.7903852 504.2036274 448.7196812 7881.413753 1944.092833 864.579938 702.9762113 568.306439 423.401764 -2.154716356 853.8063562 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526.0195134 -3.788206373 -6.494068067 8.658757423 756.0177575 25884.27297 737.617898 1878.950361 699.7358342 708.935764 4423.001526 505.9961369 1463.871177 2026.690409 1049.874338 639.6657046 82.25819552 2386.028842 791.7351319 2376.828913 8570.546332 815.0055424 423.7379414 974.1102101 385.8558777 1350.766158 488.6786221 937.8516634 735.4532086 2134.383705 675.9242513 1363.213122 955.7103505 12489.71641 657.5243918 525.4783411 687.2888704 1236.037622 1094.250469 2861.719328 4655.705632 4860.268776 775.4999617 840.9818147 1746.363138 1581.846747 688.3712151 1425.447941 625.5952238 576.8897133 728.9591405 1203.567282 1052.039027 934.063457 916.2047698 1586.176125 3563.07868 757.6412745 1162.438184 1533.141236 700.8181789 533.0547538 1148.367703 1037.968546 832.8642296 1237.661139 1380.530637 1027.145099 3265.433893 654.2773578 845.3111934 2762.143618 725.1709342 774.417617 736.5355533 732.2061746 742.488449 731.6650022 769.547066 809.0526467 843.6876764 680.25363 583.3837814 602.3248132 3694.583558 1615.399432 304.1388545 2229.630036 386.39705 1253.896309 435.1025605 1258.76686 234.8687951 1337.778022 2206.359626 1656.528529 1583.470264 679.7124577 1246.861069 622.3481898 651.0303237 276.5390652 443.7613179 192.1161803 382.0676713 412.3733223 31.38799566 22.72923824 670.5125279 500.0432412 659.6890812 641.2892216 770.6294106 938.3928357 461.6200051 -5.952895728 1107.238605 1216.555418 702.4416959 701.3593513 444.8436626 333.3621608 1965.537935 873.452155 576.348541 1319.378162 1808.597957 613.14826 585.0072984 3296.821889 889.6873252 711.1004534 4989.608965 806.346785 456.7494541 581.219092 2118.148535 770.6294106 720.3003831 713.806315 615.8541217 1135.379567 608.8188813 668.8890109 1569.940955 1647.3286 686.7476981 502.7491029 675.9242513 3641.007496 622.3481898 176.9633548 434.0202158 250.5627929 337.1503672 776.5823064 2252.900447 756.0177575 645.077428 1185.167422 1359.966088 225.6688653 2027.231582 2099.207503 575.2661963 449.7142137 1303.142992 781.9940298 334.9856778 591.5013664 798.7703723 588.7955048 470.2787625 2606.11126 1494.266384 568.9280898 805.2435512 8555.505195 938.0672298 1124.573812 780.3391115 897.6666942 1373.618209 1261.824946 946.9221417 685.1488085 1034.364397 1339.858857 1701.803381 610.9889213 606.0080334 2720.671682 1159.440027 2499.298885 952.4564616 2360.387454 425.0357714 782.5528395 34783.75425 1120.146356 561.7334739 1063.696292 758.2018317 769.2704716 675.7404646 539.5961941 2606.11126 994.5172931 3.320591964 690.6831285 1026.616349 1109.631148 2464.986101 1902.699195 1017.208005 945.2618457 487.5735867 904.8613101 811.3313031 979.5746293 3232.596277 535.1687382 958.5442135 767.0567436 5187.871511 545.683946 1130.661564 398.4710356 1003.925637 13238.0933 1098.562508 408.4328115 1412.358449 4310.128369 377.9940519 452.1539391 1752.719125 894.3461022 3174.485917 1958.042395 2160.045072 5420.866381 1025.509485 837.3426069 1162.760619 1142.283636 608.2217614 1110.738012 1131.214996 2259.662831 1551.823311 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590.5119375 1359.782409 1288.943114 1250.202874 5766.207945 1725.047525 1669.150894 938.6206617 1032.704101 773.6979275 722.7821841 398.4710356 353.0896121 1017.208005 843.4303588 3399.732739 668.5458487 464.3294429 360.8376601 529.0809862 607.1148974 420.0548834 538.4893301 447.1730511 1907.126651 14643.81056 1320.488738 474.8446508 1.660295982 -0.553431994 713.3738402 1981.286538 869.4416625 9990.000923 410.0931075 300.5135727 893.2392382 737.8122819 435.6908733 691.6990143 672.0876246 499.2953804 579.3310518 1359.546338 1067.495643 775.4449486 2385.699052 765.3742349 937.6364416 4645.779203 649.2960096 585.1614649 1552.48001 1250.358601 611.1333053 455.302263 416.0794837 409.1889954 567.1401879 529.5075213 -0.530037559 3313.794818 861.3110331 547.5287983 -0.530037559 1117.319174 2706.901813 444.1714743 3117.680921 2504.957503 428.2703475 3421.92248 1016.082 4060.087701 3252.840498 1396.11893 2522.448742 1241.347963 747.3529579 2676.689672 863.9612209 4627.227888 883.042573 1838.170254 565.5500753 409.1889954 3632.877428 1280.570742 588.3416903 317.4924977 727.7415683 918.0250519 351.9449391 1440.112047 234.276601 2044.354864 2109.549484 6096.492002 762.1940096 1566.791024 2686.230348 658.8366856 557.0694743 2247.889287 539.0481973 1107.24846 2015.732836 541.6983851 3659.379306 863.9612209 2287.642104 1013.96185 331.8035118 124.5588263 4466.626508 445.761587 4363.269184 2089.938094 2516.088292 14775.85703 1395.058855 865.021296 627.0344321 500.8854931 536.9280471 1185.163982 1153.891766 847.000019 571.3804884 926.5056528 646.6458218 9191.381307 1093.467484 1777.745972 1047.354216 808.3072772 2711.672151 1003.891136 922.2653523 9662.584697 710.2503288 607.95308 487.1045166 546.4687231 872.9718594 1951.068254 997.0006481 140.4599531 626.5043945 855.4806199 411.3091456 1591.702789 404.4186574 383.7471926 950.357343 437.8110236 515.1965072 331.8035118 436.2209109 894.1733617 207.2446855 525.7972583 484.4543288 921.7353148 112.898 843.8197936 1800.537587 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621.1055452 759.9959812 746.4710698 891.0835837 1728.067522 1566.808963 743.8701253 1497.103651 441.1201862 575.3289221 1321.799992 679.8868907 453.0845309 1376.419826 704.335769 612.2623339 1175.626911 789.1265595 824.4994046 637.231401 636.7112121 982.116641 895.2450949 1549.122541 -3.121133393 1174.586534 1617.267286 567.5260886 381.2984628 2066.710495 492.6188872 638.2717788 1308.795269 1546.001407 1522.592907 877.0384834 337.0824064 624.7468675 413.5501746 427.0750859 1167.824078 38257.81275 829.7012936 2817.863265 14147.05729 1083.553476 1303.073192 3247.019106 1299.431869 9653.665584 5363.147547 735.5471029 711.0982247 1285.386769 907.7296284 4447.094896 1517.391018 3149.743782 2216.004709 1771.2432 1237.009201 1178.227856 1110.603299 783.4044816 1481.497984 1138.6935 2312.759844 563.3645774 767.7988146 698.6136911 1821.181335 1077.311209 1739.511678 1155.339544 548.7992882 767.7988146 -6.242266786 1714.54261 -4.161511191 532.1532435 1028.933642 636.1910232 927.4968066 530.5926768 496.2602095 661.6802793 6015.464426 1656.801643 769.3593813 1183.949934 1178.748045 588.3336446 624.2266786 560.243444 457.2460421 1674.488065 4357.622405 753.2335255 10668.03394 680.4070796 2231.090187 1074.710265 3507.633745 2265.422654 773.5208925 3292.795729 616.4238451 802.6514709 15.60566696 1035.696098 822.9388379 902.0075505 711.0982247 262.175205 404.1867744 397.9445076 1707.780155 1439.362683 537.3551325 572.2077887 1120.486888 584.1721334 799.5303375 652.3168791 1539.238952 693.931991 692.3714243 557.6424995 465.0488755 457.766231 1014.368353 635.6708343 4900.699616 834.9031826 922.8151065 1036.736475 784.9650483 445.2816974 700.6944467 680.4070796 1391.505304 8688.715177 739.1884252 1185.5105 868.1952721 2444.367636 2355.935523 763.6373035 804.7322265 510.3053097 354.2486401 1907.012503 394.8233742 570.1270331 416.6713079 1699.457132 614.8632784 395.863752 734.5067251 2778.849097 264.7761495 188.3083814 344.8852399 1122.047455 1708.820533 1116.845566 528.5119212 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1 Alzheimer's Disease serum (PD vs. AD) sample 2 GSM734834 Public on Jul 13 2011 May 31 2011 Jul 13 2011 other 1 AD2 Homo sapiens age: UNK gender: Female mini mental state exam (mmse) score: 8 sample type: serum disease state: Alzheimer's Disease other All serum (PD vs. AD) samples were purchased f... Alexa Fluor 647 standard Invitrogen protocol 9606 Probing and analysis of microarrays was perfor... Protein microarrays were scanned using a Genep... The GPR files were imported into Invitrogen's ... GPL13669 Robert,G,Nagele nagelero@rowan.edu 856-566-6083 Nagele NJISA UMDNJ-SOM 2 Medical Center Drive Stratford NJ 08084 USA ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM734n... 9480 Reanalyzed by: GSM735148 Reanalyzed by: GSM735279 Reanalyzed by: GSM735350 Reanalyzed by: GSM735425 Reanalyzed by: GSM735651 Reanalyzed by: GSM735738 NaN GSM734834 938.4454063 6746.887199 426.7446667 879.0252629 1986.400664 2042.383278 461.1199563 634.4696311 1739.88073 842.685671 695.8540768 677.6842809 1375.993735 2453.413527 360.9405409 1550.325561 945.8115398 -0.491075566 934.0257262 5237.811985 1870.997906 380.092488 356.0297852 -1.964302263 356.0297852 809.2925325 2192.161326 1.473226698 1376.484811 889.3378497 158.1263322 677.6842809 -3.437528961 515.6293441 -1.964302263 538.7098957 165.0013901 691.4343967 928.623895 864.7840715 758.7117492 432.6375735 753.8009936 812.2389859 738.0865755 445.4055382 1280.725076 820.5872705 508.7542862 564.7369007 562.2815229 333.4403092 344.2439717 732.1936687 1084.785925 832.3730841 936.9721796 672.7735252 4422.626546 1204.117287 25403.8301 3404.135822 537.7277446 574.0673365 965.4545624 759.2028248 690.9433211 880.9895651 414.4677776 264.68973 425.7625156 1684.880266 1656.397884 438.0394047 1118.670139 3336.85847 598.1300392 2622.834597 3488.60082 6388.893112 541.6563491 718.4435528 890.3200009 453.7538228 -0.491075566 -2.455377829 485.6737346 1319.520045 670.3181474 1893.587382 1233.090746 3963.470892 2018.320576 3710.0759 2198.545308 2528.548089 677.6842809 746.4348601 471.9236188 707.1488148 1136.348859 398.7533595 1804.211629 305.9400775 914.3827036 832.8641597 547.0581804 400.2265862 558.3529184 274.0201657 352.1011807 608.4426261 428.708969 1732.023521 -3.928604527 395.3158305 196.4302263 589.7817546 1083.312698 687.9968677 424.7803645 1020.946101 5744.601969 494.5130948 645.2732935 448.3519916 366.8334477 9822.984544 807.3282302 14.73226698 5524.600116 416.4320798 415.4499287 217.5464757 178.2604304 1524.298556 369.7799011 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632.4125735 435.115287 728.8904642 356.4858061 415.8197089 598.6453118 431.7385609 308.7292502 316.4474815 342.9789014 873.6073002 623.7295633 547.0296402 39219.70974 416.7844878 148.5759517 471.7768855 1485.277127 882.2903104 555.2302609 1898.684889 4971.505707 384.4643944 511.3328207 389.7706784 487.213348 479.4951167 1190.537171 349.7323538 1270.131431 318.8594287 486.7309585 207.9098544 435.5976765 226.7230431 4580.287861 656.5320462 597.6805328 402.3128042 848.5230486 2960.424076 436.0800659 6181.820846 385.4291733 441.8687394 249.8777369 753.4923263 6494.409212 584.6560176 2737.077759 5016.367927 411.4782038 631.930184 1072.351755 612.1522164 331.4015545 806.5551662 621.3176161 504.5793683 477.0831695 559.0893766 437.5272343 349.7323538 134.5866575 610.2226586 543.6529141 2009.634463 474.6712222 380.6052788 431.7385609 373.369437 4.341505081 0.964778907 693.6760341 377.7109421 243.1242845 456.340423 633.3773524 588.9975227 138.9281626 414.3725405 346.838017 536.8994617 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2 Alzheimer's Disease serum (PD vs. AD) sample 3 GSM734835 Public on Jul 13 2011 May 31 2011 Jul 13 2011 other 1 AD3 Homo sapiens age: 94 gender: Male mini mental state exam (mmse) score: 8 sample type: serum disease state: Alzheimer's Disease other All serum (PD vs. AD) samples were purchased f... Alexa Fluor 647 standard Invitrogen protocol 9606 Probing and analysis of microarrays was perfor... Protein microarrays were scanned using a Genep... The GPR files were imported into Invitrogen's ... GPL13669 Robert,G,Nagele nagelero@rowan.edu 856-566-6083 Nagele NJISA UMDNJ-SOM 2 Medical Center Drive Stratford NJ 08084 USA ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM734n... 9480 Reanalyzed by: GSM735149 Reanalyzed by: GSM735280 Reanalyzed by: GSM735351 Reanalyzed by: GSM735426 Reanalyzed by: GSM735654 Reanalyzed by: GSM735741 NaN GSM734835 341.0215737 221.8839078 181.1052437 742.4115619 1023.864303 837.1619874 257.8650821 325.0299407 803.1797673 194.6981317 417.3816212 480.9483624 823.9688902 993.8799907 128.7326456 171.5102639 698.0347803 -2.398744949 419.7803662 5814.957548 1056.247359 229.0801427 399.7908249 -0.399790825 169.1115189 604.4837273 444.5673973 0.79958165 758.4031949 2928.068002 -0.79958165 281.0529499 -2.398744949 392.5945901 -2.798535774 504.1362302 1076.236901 419.7803662 852.7538295 537.7186595 385.798146 297.0445829 352.6155076 418.5809937 521.3272357 291.0477205 914.3216166 276.6552508 294.2460471 1047.851752 600.485819 444.1676065 171.9100547 269.0592252 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988.5850286 413.004831 333.7550005 477.763264 366.8135012 370.4363506 1665.605009 1012.13355 448.3276126 416.1748242 422.9676669 369.9834945 222.3523816 1908.788775 3377.401348 810.1596959 602.7515681 285.2993899 429.3076533 265.8265744 495.4246548 2282.395119 92.38265957 1542.42813 1850.823185 1119.007607 1213.654547 3269.621579 535.2759981 398.0605773 496.3303671 376.3234809 391.7205908 304.7722053 2522.861747 789.7811681 214.6538266 689.2470974 748.1184001 301.149356 1042.474913 2451.763328 122.2711671 490.896093 711.4370499 8496.9404 852.7281763 550.673108 318.3578906 313.3764727 364.5492204 3308.56721 320.6221715 264.920862 754.0055303 761.7040853 837.7839226 2271.979427 206.0495593 348.2463981 1253.958747 1320.528604 37864.66331 394.890584 389.45631 281.6765405 406.6648446 459.649017 798.3854354 356.8506654 133.1397153 426.5905163 700.1156456 479.1218325 833.2553608 543.8802654 307.0364862 424.7790916 421.6090983 670.2271381 41.20991187 28.07708281 342.3592678 224.6166625 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3 Alzheimer's Disease serum (PD vs. AD) sample 4 GSM734836 Public on Jul 13 2011 May 31 2011 Jul 13 2011 other 1 AD4 Homo sapiens age: 83 gender: Female mini mental state exam (mmse) score: 11 sample type: serum disease state: Alzheimer's Disease other All serum (PD vs. AD) samples were purchased f... Alexa Fluor 647 standard Invitrogen protocol 9606 Probing and analysis of microarrays was perfor... Protein microarrays were scanned using a Genep... The GPR files were imported into Invitrogen's ... GPL13669 Robert,G,Nagele nagelero@rowan.edu 856-566-6083 Nagele NJISA UMDNJ-SOM 2 Medical Center Drive Stratford NJ 08084 USA ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM734n... 9480 Reanalyzed by: GSM735150 Reanalyzed by: GSM735281 Reanalyzed by: GSM735352 Reanalyzed by: GSM735427 Reanalyzed by: GSM735653 Reanalyzed by: GSM735740 NaN GSM734836 895.0083056 1033.330868 349.8947582 1635.340642 1127.703651 2225.766753 455.851204 493.3277604 1385.610498 556.0158183 765.2031422 693.3162931 3099.992605 1953.891371 7647.261678 176.139815 1754.584231 -3.066263704 697.7453407 6423.481764 967.9172426 294.7020116 343.0808389 -4.76974354 343.0808389 445.971021 1197.205628 -1.362783868 2768.154733 880.699075 -2.725567737 381.9201791 -5.451135474 451.0814605 -7.495311277 752.9380873 1743.000568 1272.840133 922.604679 1377.433795 1600.248958 309.3519381 404.406113 518.8799579 961.4440192 421.4409113 1296.348155 639.8270263 664.3571359 547.1577232 574.0727046 460.9616435 269.831206 522.9683095 517.5171741 245.3010963 884.4467306 964.169587 13314.0577 381.9201791 1279.313357 1491.90764 516.8357821 683.43611 1304.524858 651.7513851 479.6999217 867.4119323 271.1939898 234.0581294 267.1056382 1160.410464 2511.951366 417.6932557 1862.925548 4563.963176 1134.517571 35928.7746 603.7132537 23005.83588 560.1041699 813.5819695 820.3958888 349.5540623 -4.429047573 2.044175803 490.6021927 1208.107899 841.1783428 2588.948654 1161.091856 2223.722577 526.3752692 1090.908487 1588.324599 2133.438146 450.0593726 534.5519724 324.3425607 885.4688185 1352.903685 333.5413518 2941.228284 314.8030736 1109.646765 709.3290035 634.7165867 233.7174334 441.8826694 266.7649423 331.837872 486.513841 500.4823757 1675.542766 -5.110439507 158.7643207 152.6317933 721.2533624 1523.933061 547.4984192 272.8974697 949.5196604 4143.203656 589.7447191 570.325049 586.3377594 335.9262236 713.7580511 630.6282351 4.088351605 977.1160337 476.292962 340.3552712 100.1646143 692.6349012 2013.853862 236.4430012 392.8224501 372.0399961 343.4215349 1658.507968 1948.09954 254.4998874 568.6215691 374.4248679 651.7513851 820.0551929 139.3446506 370.6772122 2396.114737 347.5098865 3009.026782 1656.804488 429.9583105 166.9410239 382.6015711 608.4829973 600.987686 774.7426292 374.7655638 385.3271388 -6.132527408 616.3190045 326.3867365 825.8470243 1406.052256 118.2215006 571.0064409 866.7305404 464.7092992 382.2608751 390.7782743 82.10772808 228.266298 427.5734387 563.1704337 399.6363694 4521.035484 57.91831441 1786.268956 195.2187892 127.7609877 2272.101405 3619.213259 133.5528191 206.4617561 955.6521878 391.8003622 285.8439164 117.8808046 580.205232 174.7770311 132.8714272 83.81120791 507.977687 449.7186766 169.6665916 61.66597005 196.581573 219.2086923 663.3154628 222.8900596 634.1991937 416.99852 177.3749724 540.8263309 702.1371548 525.0968522 579.9826927 830.9850121 623.8244312 455.4855423 171.016247 402.9423901 414.9905014 327.3070245 -8.36674398 -5.354716147 1533.456837 1247.983532 2011.699923 966.5262646 329.9843826 806.21945 391.898288 143.5733267 1159.630716 335.3390987 150.9360614 153.9480892 513.3834106 724.5600287 524.7621825 465.8603048 1146.913265 349.3952286 346.7178705 609.7683013 1064.919174 401.2690413 78.64739342 609.0989618 4253.987309 330.6537221 568.2692511 191.765772 434.7360172 508.698034 1348.71913 580.986702 870.141374 158.2987961 335.3390987 107.7636625 373.826121 128.8478573 3128.827579 322.2869781 417.3331897 444.77611 1475.558968 13285.38543 312.5815551 1099.390159 426.703943 493.3032251 440.7600729 238.2848686 593.3694831 3621.126795 3784.110967 3851.044919 342.7018334 621.4817429 1387.875491 504.3473271 231.5914734 684.7343274 197.7898277 509.3673735 575.6319859 465.8603048 434.4013475 227.910106 253.6796775 564.9225536 411.3091341 2536.462105 305.2188204 291.1626905 494.9765739 810.9048266 -4.685376629 1.338679037 596.7161807 355.0846145 151.6054009 462.5136072 780.7845483 686.7423459 109.1023415 414.6558317 171.6855865 517.3994477 1214.516556 443.7721007 264.3891098 128.8478573 198.793837 896.2456152 4438.390347 566.9305721 644.5739563 296.8520764 3414.970223 144.9120057 369.4754142 366.1287166 495.9805832 222.8900596 10738.21389 488.9525182 725.564038 179.7176607 53.88183123 728.9107356 494.9765739 1123.821051 1026.097482 773.4218135 34.80565496 608.0949525 224.5634084 144.9120057 880.1814667 1946.773989 161.9801635 110.1063508 122.8238016 406.2890877 551.8704329 3706.467583 2266.04894 167.3348796 603.0749061 323.2909874 298.5254252 -4.35070687 -3.012027833 3269.054208 584.6680694 182.7296885 4130.494168 446.114789 172.354926 151.2707312 -7.697404462 604.0789154 1302.200033 386.8782417 357.7619726 989.9531478 1987.26903 354.7499448 497.9886017 106.4249834 619.4737243 622.1510824 2598.71068 246.9862823 588.0147669 1435.733267 104.7516346 88.01814667 140.2266291 335.004429 154.9520985 625.49778 793.1673293 3911.954815 5698.42199 290.8280208 848.7225094 432.0586591 505.0166667 466.1949746 2593.021294 4138.526242 329.6497128 177.7096421 814.9208637 225.232748 394.2409764 305.5534902 348.7258891 920.6765076 2473.913288 380.0996657 459.7769153 155.1093997 11505.1989 1509.296095 436.9186879 173.7225276 1242.507928 520.1879446 446.0619789 235.4397414 492.1049796 725.2588983 488.5129725 1136.380444 401.6517086 1648.07819 279.5234655 440.8372412 418.9586522 5285.148703 288.3402104 995.6390729 526.3923206 370.9563748 2617.593574 752.6887711 0 1179.811076 -5.224737673 -5.551283778 984.5365053 -3.265461046 2494.812239 521.494129 276.5845506 588.7626266 337.6486721 604.7633857 3553.47471 584.8440733 0.979638314 327.852289 642.3161877 291.2791253 442.7965178 147.9253854 108.4133067 948.6164338 2238.147001 716.1156074 162.6199601 1413.944633 1448.55852 249.1546778 2939.241487 559.0469311 960.3720936 400.6720703 1891.028492 3687.032067 1246.099935 376.1811125 14640.6946 772.2815374 44.08372412 643.6223722 238.7052025 1030.906052 226.6229966 456.8380003 400.6720703 436.5921418 653.4187553 1863.272073 299.769324 413.7339145 486.2271497 4090.643052 3437.550843 417.9790139 370.3032826 324.2602819 364.4254527 406.8764463 75.75869627 212.254968 318.7089981 305.9737 426.7957587 296.8304091 652.7656631 294.5445863 252.0935927 227.2760888 495.3704407 464.0220146 299.1162318 250.7874083 708.2785009 208.6629608 153.4766692 120.4955126 385.9774956 2117.324942 420.9179288 1572.64604 214.2142446 295.1976786 323.9337358 118.536236 170.7836127 4762.674935 8553.548664 425.1630282 535.8621576 173.7225276 80.33034173 435.6125035 174.0490737 372.2625592 502.2279089 471.532575 294.2180402 137.8024561 391.8553255 371.2829209 106.4540301 183.8454569 478.3900432 215.1938829 293.8914941 577.0069668 65.30922092 1731.673993 1992.257784 266.1350752 152.1704847 639.7038189 3345.464842 739.953473 359.2007151 375.2014742 -2.285822732 1483.498953 222.0513511 200.4993082 393.1615099 324.9133741 612.6004922 783.3841049 320.3417286 78.69761121 464.0220146 4057.008803 121.4751509 486.2271497 185.4781874 977.352491 982.5772287 170.4570666 694.2370184 319.6886364 241.6441174 454.5521776 271.3598129 295.5242247 750.0764022 657.3373085 309.239161 85.88162551 256.9917843 376.5076586 1087.398528 252.4201388 399.692432 291.6056714 158.7014068 164.9057828 182.8658186 370.6298287 183.8454569 150.5377542 371.9360131 257.3183304 637.7445423 271.0332668 194.6214783 1537.37906 282.1358344 283.7685649 501.9013628 115.2707749 190.0498329 77.06488068 1165.443047 68.57468196 80.00379563 500.3972173 516.4197883 563.2549958 305.2505193 2624.004127 388.2392203 5358.522911 1343.020118 243.214411 1202.10366 540.2482272 492.5913494 831.1195161 364.8216166 2017.61144 74.36116284 -3.28668123 0 426.4468896 547.2324248 464.2437238 541.0698975 3312.563845 840.9795598 396.4559234 202.1308957 207.4717527 295.8013107 514.7764477 278.1353991 323.7381012 330.3114636 714.4423324 1480.239059 623.2369283 628.1669501 -4.108351538 704.9931239 416.1760108 551.7516115 1621.155517 390.2933961 372.6274845 356.6049135 384.5417039 211.9909394 774.0134297 435.0744279 185.2866544 176.248281 442.8802958 4495.769088 295.8013107 1043.521291 368.1082978 3334.338108 85.86454714 553.8057873 3190.134969 2015.146429 521.3498102 481.4988002 3303.114636 1804.798831 699.6522669 53702.72796 4092.739802 371.394979 396.4559234 574.7583802 820.8486373 450.2753286 1384.925303 3497.850499 1205.390341 431.7877466 379.2008469 603.1060058 481.0879651 566.1308419 570.2391935 451.0969989 463.0112183 529.5665132 440.4152849 303.6071786 218.5643018 419.0518569 1555.421892 289.2279483 941.6341725 641.3136751 527.5123375 965.0517763 587.0834348 433.4310872 588.7267754 366.8757923 736.2165956 854.947955 506.9705798 365.2324517 890.6906134 679.1105092 479.8554596 456.848691 452.3295043 650.7628836 729.6432331 428.9119006 249.7877735 129.8239086 239.5168947 347.9773753 502.4513931 1149.51676 368.1082978 326.2031121 298.2663217 108.8713158 611.733544 828.24367 937.9366561 2051.710758 313.0563872 489.7155033 336.8848261 752.6500017 27.11512015 396.0450883 117.498854 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0.772437919 1059.784825 439.9033949 414.0267246 3194.803233 514.0574352 944.3053561 1492.35006 9254.19249 1298.854361 900.6626137 2435.882978 479.6839478 323.6514881 427.1581693 260.3115787 281.1674026 320.9479554 324.810145 2244.704593 250.2698858 74.15404024 575.4662497 128.9971325 169.1639043 355.7076618 1526.337328 252.2009806 370.7702012 325.5825829 1505.481504 2815.149996 1308.896054 590.1425702 286.574468 349.1419394 705.6220391 2282.554051 633.0128747 571.9902791 1027.342432 322.1066123 338.3278086 592.459884 339.4864655 974.8166539 325.9688019 1061.329701 576.6249066 665.0690484 1372.622182 256.4493891 300.4783505 3173.94741 791.3626481 528.3475367 425.9995124 415.1853815 1674.25919 517.9196248 351.0730342 522.1680333 813.7633478 331.7620863 337.5553707 416.3440384 285.4158111 859.337185 685.1524343 660.0482019 446.0828983 420.9786659 256.0631702 239.4557549 2271.353701 1132.393989 683.6075584 204.6960486 504.0157422 472.7320065 1871.230859 3327.662556 272.6705854 437.5860812 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226.2293228 1776.586822 372.591744 890.8231319 2512.012815 832.2781634 603.1577311 600.989399 378.0125744 352.7153658 219.3629376 661.7026996 510.6422253 413.7900552 720.9704455 382.7106275 481.3697411 864.0803686 574.6080243 355.2450867 716.9951699 230.9273758 203.8232237 555.0930348 496.5480662 205.9915559 84.20356582 267.0662452 745.9062655 760.7232019 676.1582474 474.1419672 228.7590436 600.6280103 233.4570966 158.2882482 480.285575 681.9404665 370.4234119 725.6684986 173.1051847 128.2929865 262.3681922 668.5690848 4968.010383 183.2240681 584.7269077 533.4097131 374.0372988 514.9788897 517.5086105 385.2403483 526.9047166 299.9526164 2537.310024 273.209853 226.9521001 214.6648845 581.8357981 449.567536 516.0630557 776.9856932 378.0125744 1319.068735 490.7658471 3153.11636 1165.117151 292.3634539 3905.166233 189.7290646 184.3082342 1245.70683 968.88309 179.6101812 499.8005645 232.3729306 635.6827136 81.67384496 509.1966706 277.1851287 7523.389842 850.7089869 1900.181756 836.9762165 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4535.625863 527.1152116 283.2528073 487.366714 642.4216641 1830.937552 648.5092719 509.5685775 376.7154909 884.4935955 1071.418963 563.6408581 418.9706505 579.3970193 1210.359657 3091.072355 403.2144893 235.9843237 232.0452834 431.145866 5422.984215 950.0249024 1285.559517 650.2997447 521.743793 391.0392738 2522.418173 563.6408581 702.5815524 445.1115544 494.1705109 313.690846 253.8890523 300.7994414 625.2331246 1883.935549 441.1725141 1444.553508 279.313767 861.9336374 721.2024702 984.760076 368.8374103 123.5426277 212.3500818 1586.717053 179.4053811 551.4656426 -1.432378292 1883.935549 1214.298697 2793.13767 746.6271849 1366.130796 248.1595392 1033.102843 347.7098305 1536.941908 420.0449342 1341.064176 388.5326118 618.4293277 252.8147686 566.5056146 483.7857683 146.1025858 262.8414167 -2.506662012 331.5955747 420.0449342 279.6718616 110.2931285 412.1668536 618.7874223 77.34842779 437.9496629 327.2984398 1091.830353 2010.342933 3927.939372 392.8297467 2441.130705 182.6282323 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4 Alzheimer's Disease serum (PD vs. AD) sample 5 GSM734837 Public on Jul 13 2011 May 31 2011 Jul 13 2011 other 1 AD5 Homo sapiens age: UNK gender: Male mini mental state exam (mmse) score: 12 sample type: serum disease state: Alzheimer's Disease other All serum (PD vs. AD) samples were purchased f... Alexa Fluor 647 standard Invitrogen protocol 9606 Probing and analysis of microarrays was perfor... Protein microarrays were scanned using a Genep... The GPR files were imported into Invitrogen's ... GPL13669 Robert,G,Nagele nagelero@rowan.edu 856-566-6083 Nagele NJISA UMDNJ-SOM 2 Medical Center Drive Stratford NJ 08084 USA ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM734n... 9480 Reanalyzed by: GSM735151 Reanalyzed by: GSM735282 Reanalyzed by: GSM735353 Reanalyzed by: GSM735428 Reanalyzed by: GSM735648 Reanalyzed by: GSM735735 NaN GSM734837 789.4701666 944.0103492 172.624672 589.2255471 1113.346932 1487.531459 272.2537684 321.9039122 872.6588181 819.3917764 408.3806526 546.8091991 2265.822123 1802.530385 251.5388078 244.9626298 458.3596053 -2.301662293 612.24217 5296.124937 775.6601928 206.4919886 228.8509937 -3.28808899 222.9324336 1079.479616 5560.158483 0.657617798 1083.425322 718.7762533 -1.315235596 239.0440696 -1.644044495 273.2401951 -0.657617798 333.7410325 1625.631197 373.8557182 849.6421951 664.522785 395.8859145 251.8676167 281.1316087 307.1075117 502.0911888 248.2507188 1125.184053 429.0956133 300.5313337 310.3956007 270.6097239 218.9867268 276.5282841 402.7909013 502.0911888 204.1903263 394.24187 339.0019749 2571.285591 538.5889766 11201.53276 1570.720111 404.7637547 415.6144484 1062.381553 544.5075368 312.3684541 654.9873269 171.3094364 115.7407325 207.8072242 1025.883765 1105.12671 436.329409 1008.456893 4309.040622 637.8892641 1952.138434 339.6595927 458.6884142 395.2282967 457.3731786 885.4823651 279.1587553 2.959280091 0.328808899 481.7050371 700.6917639 506.0368956 2324.021298 861.8081244 728.9693292 558.3175106 1678.240621 1757.812374 1860.400751 368.5947758 337.3579304 245.9490565 664.522785 1266.900688 227.2069492 2635.732135 138.0997376 966.0405454 1239.280741 180.8448945 112.1238346 247.593101 208.7936509 174.9263343 808.2122739 533.3280343 2310.211325 -4.603324587 251.5388078 43.07396578 608.6252721 396.2147234 394.24187 203.5327085 713.5153109 2454.558431 459.346032 519.5180605 349.5238597 191.3667792 1072.903438 360.7033623 -3.945706789 691.8139236 375.1709538 752.9723788 186.7634547 77.92770907 1773.595201 245.6202476 173.2822898 466.2510188 397.5299589 247.593101 1396.122585 294.6127735 1112.360505 553.714186 428.7668044 624.0792904 108.1781278 233.4543183 1453.335334 414.9568306 160.7875516 1023.582103 341.3036372 110.4797901 283.7620799 259.7590302 148.2928135 305.1346583 221.617198 237.0712162 -1.644044495 216.3562556 306.121085 446.193676 2027.76448 97.32743412 588.8967382 332.7546058 374.1845271 246.9354832 269.9521061 67.4058243 193.6684415 266.6640171 356.7576555 385.0352208 6146.42475 40.77230348 489.9252596 170.6518186 66.74820651 1353.377428 3193.392028 127.5778528 152.8961381 688.5258346 296.256818 224.576478 103.2459943 220.6307713 183.4753657 86.14793155 120.0152482 435.6717912 330.1241346 232.4678916 82.53103366 288.0365956 91.08401157 709.2925156 191.5348187 409.2320662 66.21355451 209.2994308 282.9418232 478.6755502 803.6064567 604.3198072 870.78899 420.8598123 334.620695 216.0822828 336.2356597 895.98244 205.1005225 -1.614964744 -1.614964744 1219.621375 458.3269944 1285.188943 565.8836463 139.2099609 330.7447796 230.2939725 124.6752782 637.588081 356.5842155 77.84130067 208.007459 198.3176706 532.6153726 399.8652706 270.6680911 1656.953827 198.3176706 139.2099609 361.4291097 1107.542822 305.8743225 83.00918785 676.9932207 3261.259804 147.6077776 554.5788931 650.184806 255.1644296 276.1589712 1696.035974 372.087877 1494.811367 107.8796449 270.6680911 118.8614052 254.8414366 612.071638 1609.796857 266.1461898 288.1097103 260.0093238 582.0332938 4315.831782 339.4655892 415.6919251 217.3742546 224.8030924 297.4765059 361.7521027 529.7084361 287.7867174 4253.817136 2880.451118 275.1899924 470.6007264 1079.442435 625.6373419 443.7923117 941.5244458 303.2903789 372.087877 268.7301334 341.4035469 247.4125988 345.6024552 154.7136225 536.8142809 208.9764379 2273.224374 312.6571745 269.6991123 179.2610866 346.5714341 -1.614964744 -0.645985898 500.9620636 237.7228103 106.9106661 291.0166469 470.6007264 373.3798488 122.4143276 389.2065033 125.6442571 1084.610322 421.1828053 468.3397758 178.9380936 90.11503272 191.5348187 231.9089373 616.2705463 1049.081098 605.2887861 159.8815097 2634.007498 3722.493735 395.3433694 251.6115071 607.2267438 167.3103475 5073.57324 257.7483732 252.257493 592.0460752 22.28651347 284.5567879 512.5898098 350.1243565 464.7868534 148.5767565 42.63506924 437.6554457 193.4727763 182.1680231 761.9403663 1041.329267 102.0657718 134.0420738 80.42524426 291.6626328 324.6079136 569.4365688 265.8231969 118.8614052 519.0496688 235.4618597 191.2118257 -2.583943591 -1.291971795 843.3345894 476.0916066 361.4291097 2941.173792 1308.121443 179.9070725 293.6005905 -1.291971795 527.1244925 1389.515666 193.1497834 230.6169655 574.9274489 1615.61073 270.6680911 186.0439385 75.58035002 357.2302014 367.8889687 1789.380936 145.9928129 501.9310425 578.8033643 126.6132359 105.2957013 178.2921077 214.467318 329.7758007 365.951011 235.4618597 634.3581515 596.5679765 388.5605174 440.5623822 333.0057302 469.9547405 314.9181251 1600.430061 4310.986888 527.7704784 199.2866494 340.4345681 148.2537635 327.1918572 252.580486 301.9984071 404.7101649 3627.407956 154.4248391 397.0924435 259.3706992 920.8762856 1303.156551 324.2921622 185.9401124 840.8274915 447.8320335 272.607114 180.582516 467.3715029 454.4502409 690.4996379 1090.428456 279.2253214 1737.121864 572.317363 271.9768085 271.6616558 1654.867001 289.3102088 664.0268083 1092.634525 307.9042201 1346.017322 1066.792001 -1.260610932 1522.818006 -1.260610932 0.945458199 2307.863463 -0.630305466 660.875281 338.7891879 272.9222667 311.6860529 215.5644693 477.1412377 411.2743165 575.4688903 -2.206069131 206.1098873 823.4940912 213.0432475 271.3465031 75.32150317 108.7276929 123.5398713 1858.140513 432.7047023 215.5644693 13151.32355 705.9421218 268.8252812 1091.689067 311.3709001 223.7584404 326.8133841 2052.58975 888.4155541 460.1229901 236.9948552 2155.959846 564.4385447 57.67295013 456.0260046 486.2806669 649.8449353 435.8562297 203.9038182 1024.561535 572.317363 572.317363 677.2632231 260.6313101 311.0557474 186.8855706 1319.859646 3757.566035 330.9103696 254.9585609 192.2431671 218.0856912 309.164831 264.7282957 178.0612941 226.2796622 216.8250803 378.1832795 220.6069131 513.383802 204.5341237 241.7221462 196.0249999 468.6321139 586.1840833 376.9226686 172.7036976 455.0805464 116.6065112 153.4793809 110.3034565 343.2013262 1939.449918 358.3286573 406.8621782 303.1769291 235.4190915 248.970659 295.2981108 180.2673632 352.3407554 579.5658759 306.9587619 587.4446942 112.8246784 54.20627006 358.9589628 187.8310288 595.6386652 458.8623792 355.17713 206.1098873 103.0549437 275.7586413 303.1769291 73.74573951 150.6430063 265.6737539 115.0307475 576.4143485 278.2798632 1602.8668 748.4877407 682.3056668 177.1158359 68.38814305 910.1610927 3449.031509 644.4873389 294.3526526 335.0073551 0.945458199 2418.482073 309.4799837 76.5821141 286.4738342 184.049196 610.7659964 722.0149112 514.6444129 43.17592441 380.3893487 2051.013986 62.40024112 408.4379419 100.8488745 881.7973468 404.6561091 56.09718646 258.1100883 207.3704983 167.9764067 349.1892281 196.3401526 257.7949355 687.6632633 350.7649918 85.72154336 65.23661572 254.3282555 287.1041397 730.2088822 224.0735931 382.2802651 42.54561895 324.6073149 86.35184882 97.38219448 297.1890272 138.3520498 77.84272504 1149.046864 286.1586815 565.6991556 198.8613745 254.3282555 591.8568325 311.6860529 490.3776524 322.4012458 53.89111733 142.764188 51.36989547 806.1606908 48.84867361 82.2548633 329.8887415 365.5738217 551.1362388 254.1570713 3087.155939 389.7603761 417.5154385 1162.540613 365.9703226 542.0167183 555.8942495 436.1509804 625.6784064 379.054852 1786.633016 170.0988823 -0.793001782 1.189502674 809.258319 481.7485829 312.0462014 382.2268592 6350.754775 513.4686542 386.9848699 235.1250285 239.0900374 222.8335009 675.6375187 126.4837843 480.5590802 566.5997736 782.2962584 2092.731704 421.8769483 396.1043904 -3.568508021 553.1187433 388.5708734 491.2646043 816.3953351 505.5386363 377.0723476 297.7721693 215.2999839 346.5417789 948.033631 366.3668235 292.6176577 183.5799126 408.7924189 682.7745347 400.4659002 938.5176096 55.51012477 1167.298624 447.2530053 2245.781048 1581.642055 1911.927298 438.9264866 377.8653494 1879.414224 1990.434474 804.1038074 51847.64604 3855.574666 377.8653494 306.4951889 404.4309091 446.8565044 401.2589019 1465.467294 4435.258969 948.4301319 238.6935365 317.200713 883.0074848 667.311 395.7078895 388.5708734 356.4543012 413.9469305 519.0196666 302.1336791 270.8101087 262.0870891 425.4454563 900.453524 393.725385 877.4564723 470.6465579 752.9551925 871.508959 676.4305205 288.6526488 308.8741943 355.2647986 616.5588859 769.211729 370.7283333 393.3288841 845.3399001 4798.057285 348.1277825 248.2095579 65.02614616 504.7456346 739.4741622 692.687057 349.7137861 1833.420121 265.6555971 194.6819376 432.5824723 918.2960641 354.4717968 224.4195044 263.6730927 49.16611051 475.8010695 784.6752638 754.541196 1343.34502 219.2649929 282.7051355 41.63259358 410.7749233 17.44603921 344.9557754 256.1395757 823.5323511 412.7574278 965.8761711 1477.362321 1680.767278 1894.084757 132.0347968 230.3670178 711.3225989 252.9675686 1152.23159 208.1629679 2480.113075 438.1334848 481.352082 1941.268364 -0.793001782 918.692565 1429.782214 269.620606 1672.83726 285.4806417 272.3961123 2011.449021 544.3957237 3132.357041 414.7399322 471.8360606 4147.399322 490.0751016 373.9003404 134.0173012 348.5242834 9435.135208 2815.156328 315.6147094 478.9730766 462.7165401 881.0249803 869.5264545 760.0922085 123.7082781 59.0786328 427.4279608 134.0173012 274.7751176 212.1279768 241.8655437 403.2414064 761.2817112 457.5620285 1910.341294 51920.2057 979.3572014 356.0578003 648.6754581 480.5590802 150.6703387 472.2325615 647.0894545 2299.705169 368.7458289 783.882262 136.3963066 62.25063993 411.6364434 299.2755945 3162.357226 576.9976927 229.6684019 218.7149858 956.8338958 1087.214881 3926.623 1076.968137 997.4675362 1548.671701 3430.185916 2550.732605 372.4161471 965.3139599 348.7426349 526.8239803 416.5831474 426.1232195 1688.592758 225.0750338 632.8247812 356.5160269 1407.3373 991.4608241 98.58074481 1052.941289 888.2867113 375.2428351 1377.303739 411.9897794 1217.24253 1158.94209 1366.350323 1028.561104 653.3182694 350.1559789 266.0620102 2715.033846 5507.801613 1.060008009 369.942795 552.2641725 230.3750739 703.1386458 1937.69464 358.2827069 1501.324676 254.0485861 866.0265431 284.0821463 111.3008409 695.0119177 437.0766356 656.8516294 598.1978529 374.5361631 184.4413935 121.900921 7326.068684 509.8638522 187.6214175 306.6956505 448.7367237 302.1022825 458.2767958 833.8729668 358.2827069 400.6830273 576.9976927 401.3896993 330.3691627 1687.886086 939.5204317 748.7189901 346.6226188 1600.258757 403.8630513 822.9195507 2116.835993 525.0573003 337.7892188 552.2641725 13198.51305 909.4868715 396.4429953 678.7584616 687.9451976 452.2700837 702.4319738 291.8555384 469.9368839 278.0754343 179.8480255 304.5756345 179.1413535 788.9992945 1297.449803 244.155178 -0.706672006 278.4287703 -2.120016017 419.0564994 477.7102759 988.6341361 224.0150258 279.8421143 1671.985966 181.2613695 243.448506 453.3300917 430.0099155 161.4745533 455.8034437 1027.501096 339.2025628 290.0888584 526.4706443 2116.129321 329.6624907 781.9325744 305.9889785 396.0896592 1516.87146 588.3044448 881.9266632 19.78681616 150.5211372 331.7825067 269.9487062 404.9230593 560.7442366 237.7951299 441.3166676 155.4678413 -2.47335202 1944.408024 3740.061591 214.8282898 921.8536316 363.229411 260.7619701 661.7983334 196.1014816 264.2953302 149.4611292 298.9222585 280.5487863 137.0943691 1790.000191 1248.336098 841.2930229 155.4678413 334.2558587 926.4469996 277.0154263 162.1812253 384.7829072 1958.188128 932.4537116 709.4986938 2160.296322 348.3892989 656.4982934 264.2953302 627.1714051 3789.528631 584.7710848 183.3813855 313.4090346 575.9376847 288.6755144 82.68062468 216.2416338 142.7477452 831.7529508 105.6474649 1320.769979 198.5748336 102.4674408 156.1745133 214.8282898 907.0135194 232.4950899 251.9285701 611.624621 330.3691627 9201.929523 165.7145854 1229.255954 283.0221383 286.9088344 208.4682417 172.4279694 992.8741681 328.9558187 283.3754743 456.1567797 521.1468677 171.1888499 409.9688693 1105.778899 306.0553423 74.855641 581.7894123 168.3462306 277.3133029 257.7308146 394.4923865 899.5310784 535.3599641 598.845128 331.0072227 367.6454267 129.8129471 457.6617038 52.11468677 172.7680828 193.2981109 328.1646034 258.6783543 336.6924612 259.9417407 -0.94753976 -0.631693173 -2.526772692 156.9757535 299.7384106 1236.22354 869.8414992 672.7532292 1.263386346 331.9547624 293.1056323 362.2760347 585.895418 462.7152492 416.6016476 133.6031061 1149.681575 528.7271858 1127.256467 900.7944647 125.0752483 1077.03686 1007.234764 884.6862888 368.908813 250.4663431 100.4392145 355.0115632 473.1381866 2178.078061 351.8530974 98.2282884 114.3364643 210.9855198 302.5810299 209.4062869 258.9942009 217.9341447 295.0007118 399.2300853 601.0560541 756.1367281 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319.6923475 841.0629526 1275.708506 220.8116237 1915.209966 284.5474709 361.5180842 1444.33092 577.1054581 541.5805596 1415.423405 208.9699909 1486.821485 204.4423077 270.9644215 411.3225987 2323.746298 285.2440375 300.9167868 1119.034301 165.0862928 998.8765563 354.9007011 1113.113485 277.9300878 428.7367646 222.2047569 348.6316014 -1.044849954 -0.348283318 439.1852641 197.128358 277.9300878 526.9526603 793.7376819 373.359717 1038.232571 208.6217075 574.6674749 855.3838292 2541.075089 248.3260058 583.3745578 1070.274636 324.2517691 91.59851266 719.2050519 137.920194 109.7092452 561.4327088 1676.28761 860.2597957 83.93627966 182.848742 219.0702071 188.0729918 370.2251671 119.8094614 153.5929433 866.5288954 743.2366008 622.3822894 943.847792 1359.698074 1376.415673 350.373018 720.5981851 684.0284367 808.3655813 1075.150603 808.3655813 300.9167868 106.9229787 340.2728018 3793.153617 262.2573385 -1.74141659 254.9433888 311.0170031 177.9727755 -1.393133272 2344.643297 754.7299503 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186.6625364 276.167389 208.290103 362.3449237 5507.376654 551.0038509 4000.101627 168.6950196 486.7866146 946.2892221 38.5968881 223.2630338 301.7877372 1509.936881 259.8635311 427.8930871 527.0471617 260.5289947 335.3936483 298.793151 621.5429912 1835.681307 701.06589 830.8312896 658.1434885 737.3336555 2085.895617 398.2799574 323.082572 664.1326608 1535.224498 1350.558352 283.1547567 363.0103873 1273.031844 1813.721009 2264.905322 476.1391972 1513.929663 747.9810729 643.8360214 617.5502097 629.1958224 84.51387568 336.0591119 616.2192825 388.9634672 147.4001847 330.7354032 258.5326039 -5.656440498 -1.66365897 352.3629698 220.9339112 89.17212079 51.57342807 285.816611 221.266643 229.9176697 519.0615986 195.6462949 319.755254 254.2070906 298.4604192 517.3979397 154.3875524 136.4200355 670.1218331 689.0875454 269.8454849 277.831048 256.2034814 94.4958295 209.6210302 279.494707 142.7419396 326.4098899 224.9266927 167.3640924 368.6668277 38.26415631 306.7787141 328.7390125 159.7112611 71.53733571 216.2756661 80.85382594 104.4777833 164.0367744 279.494707 1158.239375 1336.250885 186.9952682 955.2729806 72.2027993 374.9887318 71.8700675 360.0158011 249.8815773 58.56079574 1763.145776 545.3474104 128.4344725 165.3677016 80.52109415 127.4362771 164.0367744 728.3498971 358.6848739 1058.752569 1326.601663 466.822707 1825.03389 413.2528881 498.0994956 1094.687602 66.5463588 -1.996390764 105.1432469 60.8899183 67.54455418 527.0471617 267.1836306 465.159048 205.9609805 136.0873037 88.17392541 179.6751688 96.15948847 109.1360284 1077.052817 111.1324192 533.036334 162.7058473 256.2034814 88.5066572 195.3135631 149.3965755 570.6350267 642.5050942 735.0045329 244.5578686 617.5502097 153.7220888 1223.454807 247.5524547 142.076476 3939.876243 355.6973708 3760.403369 570.4963539 3502.969427 1292.448323 1592.517224 2001.812829 450.7124219 621.2522572 1072.776774 1997.346309 378.8420627 754.8417949 2367.66138 708.552411 227.3864471 97.8573817 1890.961936 178.6607799 394.2718574 138.8681516 237.943675 313.8745064 -0.812094454 -0.406047227 -0.406047227 2040.793363 455.1789414 857.5717433 2349.795302 250.9371863 1352.94936 625.7187767 330.1163955 427.9737772 475.0752555 502.2804197 658.6086021 916.042544 4517.2754 201.3994246 1424.007625 681.3472468 92.98481497 1339.143754 328.0861594 178.2547326 564.8116927 341.4857179 482.7901528 218.8594553 479.541775 3707.211182 290.3237673 905.8913633 131.1532543 501.0622781 441.7793829 447.8700913 1992.473743 1209.208642 261.0883669 505.9348448 1190.936517 888.4313326 1257.934309 1392.741988 1707.834637 404.423038 1238.850089 235.1013444 318.3410259 -1.218141681 110.850893 1639.212655 236.3194861 127.4988293 200.1812829 1352.94936 873.8136324 493.3473807 444.6217135 273.2697837 643.1788075 551.006087 744.284567 304.5354202 508.3711281 667.5416411 302.5051841 394.2718574 317.9349787 481.1659639 329.3043011 339.861529 70.24617026 102.3239012 302.0991369 165.2612214 790.1679036 296.8205229 939.5932832 564.4056455 131.5593015 1596.577696 556.2847009 785.7013842 1370.409391 1636.776372 283.0149172 702.8677499 2756.248577 822.2456346 481.9780584 346.3582846 2595.453875 458.8333665 388.5871962 105.9783262 242.8162417 451.5245164 164.4491269 139.6802461 317.9349787 170.9458825 317.5289315 513.6497421 668.7597828 189.2180078 240.3799584 415.3863132 873.8136324 983.0403365 474.6692083 1663.981536 404.423038 85.67596489 220.077597 2116.318147 247.6888084 612.7252655 417.0105021 364.2243626 1944.966217 617.5978322 390.2113851 1749.657501 1086.176332 170.9458825 1386.65128 826.7121541 275.7060671 563.593551 244.4404306 229.010636 248.9069501 1402.487122 649.6755631 445.0277607 1143.428991 1184.439761 821.0274929 375.5936849 85.26991766 441.7793829 343.9220012 1290.824134 287.0753895 1200.68165 344.3280485 350.8248041 95.01505111 318.7470732 101.917854 404.8290853 576.5870623 2162.607531 2596.672016 1526.331526 6825.653885 140.0862933 481.5720112 784.0771952 1428.880192 1002.530603 7328.746399 272.4576893 704.0858915 306.5656563 326.4619705 307.3777508 162.0128436 102.7299484 288.6995784 1953.671329 275.26662 636.446667 346.7465913 336.0933263 679.7470342 1254.336034 1557.094951 303.7898778 679.4033805 419.6011774 977.0074916 138.1487906 509.6384488 3096.319908 321.3162169 2536.508018 437.4711702 397.9509938 463.9325057 529.5703639 807.9298673 119.9351441 353.2760117 1122.37301 445.7188592 1023.744396 346.4029376 836.7967788 -2.749229663 1235.43508 1024.775357 602.0812963 614.4528297 1805.900235 435.0655942 233.6845214 702.7718327 498.6415302 127.4955256 721.6727866 415.4773329 1180.79414 331.9694818 401.3875308 337.1242875 395.2017641 358.0871636 130.2447553 158.7680131 914.8061705 3365.057108 59.79574518 156.7060908 303.4462241 456.3721241 1243.339115 225.0931787 625.7934021 720.2981718 287.2944998 624.4187873 5160.304078 1708.989889 191.4151153 1244.71373 498.2978765 280.7650794 1281.82833 549.8459327 1020.651512 406.5423365 574.2453459 530.2576713 1790.779472 287.6381535 159.1116668 2650.601049 761.192963 375.9571565 336.0933263 414.4463717 239.8702881 364.6165841 596.5828369 1317.224662 264.6133551 1201.413363 841.264277 4524.544718 476.9913466 665.3135785 320.9725632 1345.060613 152.9259 331.9694818 277.3285423 416.8519477 303.1025704 1712.77008 97.25399934 477.3350003 235.0591362 246.3997086 1043.676311 354.3069729 114.4366847 139.5234054 435.0655942 150.8639778 934.3944318 2297.668691 331.2821744 756.0381574 169.7649317 158.0807056 815.1465952 283.8579627 1250.212189 308.257376 539.8799751 8355.596254 334.0314041 219.9383731 337.1242875 617.5457131 -1.374614832 0.687307416 350.5267821 765.3168075 188.3222319 453.9665481 -1.030961124 0 726.8275922 651.2237765 763.9421927 331.2821744 374.2388879 345.7156302 263.582394 63.91958967 2817.960405 3815.587119 1389.048287 288.3254609 722.0164403 441.251361 536.443438 306.8827612 778.3756484 476.6476929 548.8149715 2096.974926 240.2139418 483.1771133 339.8735171 785.2487226 338.1552486 714.4560587 172.5141614 197.2572283 375.269849 1267.738528 293.8239203 1188.698176 618.9203279 184.8856949 211.0033767 316.8487187 223.0312564 707.2393309 2041.646679 100.6905364 156.3624371 1546.785339 214.09626 506.8892192 26.1176818 506.8892192 409.9788735 2013.467075 75.60381574 263.2387403 142.6162888 -1.030961124 192.1024227 143.9909036 695.8987585 1675.311826 240.5575955 100.003229 531.6322861 299.6660333 79.72766023 410.6661809 165.6410872 310.1879876 833.8461048 272.8825281 288.7718905 198.271609 126.7694782 270.8100026 163.7295169 33242.27323 1099.474794 1432.460562 367.5278606 454.5739329 861.8251995 2901.535742 2882.537591 208.9796576 715.7121496 432.121573 273.227949 468.3907697 750.2542418 253.5389565 -2.07252553 1056.297178 271.8462653 329.5315592 308.8063039 316.7509851 326.4227709 1209.318647 369.9458071 734.7103003 498.4423899 410.014634 1031.081451 214.5063923 347.4934472 222.7964944 322.9685617 80.82849566 312.6059341 715.3667287 169.6016725 756.1263974 96.71785806 2212.075582 547.4921608 694.9868943 771.324918 1012.428721 264.247005 550.2555281 568.562837 155.0939938 121.2427435 3700.148912 491.1885506 2498.084105 440.757096 207.9433948 446.6292517 1760.955858 523.3126963 276.6821582 245.9396962 522.2764335 1382.029107 179.9643002 423.8314708 281.1726302 184.1093512 480.480502 162.6932541 262.5199004 284.2814185 154.403152 287.3902068 271.5008444 1985.824878 392.7435879 456.3010375 209.3250785 482.2076066 214.5063923 570.6353625 330.2224011 549.5646863 221.4148108 894.2947661 339.8941869 283.2451557 228.6686501 854.2259392 841.0999442 237.6495941 158.8936239 206.5617111 2374.423415 1297.400982 345.4209216 591.3606178 139.5500523 1249.387474 399.6520063 182.3822466 241.1038033 385.8351695 245.5942753 2232.455416 2659.741097 2382.368096 259.4111121 312.2605131 74.61091907 364.0736514 255.9569029 179.6188792 385.4897485 627.9752355 149.5672591 733.6740375 356.819812 408.9783712 332.2949266 167.1837261 81.17391658 665.626116 855.2622019 185.4910349 385.8351695 572.3624671 305.6975156 1210.354909 197.2353462 134.3687385 582.7250948 198.9624509 239.3766987 407.5966875 1407.935677 97.75412082 242.8309079 478.4079765 334.7128731 316.7509851 418.3047361 157.8573612 76.6834446 103.6262765 2628.653214 1575.464824 912.6020749 1537.468522 1561.647987 380.9992766 235.2316476 -0.345420922 955.4342692 190.6723487 464.9365605 -2.07252553 33.5058294 240.4129615 627.2843937 423.140629 169.2562516 229.7049129 1502.92643 130.9145293 815.193375 691.878106 225.5598618 512.2592268 54.2310847 154.7485729 440.4116751 161.6569913 491.1885506 117.4431134 140.5863151 69.08418433 1150.942511 373.4000163 339.8941869 843.5178906 448.7017772 45225.96127 181.6914048 570.6353625 356.4743911 116.7522715 1672.528103 425.9039964 1255.950471 1912.941064 128.8420038 314.6784596 1873.029192 343.0957192 457.0269352 2141.581344 740.2273866 191.0789252 190.1023719 289.3852888 200.844458 1276.02962 266.2735278 781.2426243 278.9687204 375.6474952 2345.355462 242.8362491 450.8420978 18250.80426 222.9796657 478.5111074 765.6177718 235.6748583 274.085954 352.2102165 319.6584405 583.0023084 513.01599 -1.302071041 -1.627588801 -0.97655328 -0.97655328 681.308672 902.0097133 -1.627588801 3.906213122 316.0777451 258.1355838 435.2172453 465.490397 1270.495818 195.6361738 246.4169444 299.1508216 267.9011166 1046.865117 838.8592679 2510.718484 2929.659841 305.0101412 250.3231575 342.7702014 475.9069653 307.9398011 662.1031241 233.396234 217.7713815 2132.792364 685.8659206 193.0320318 218.0968993 0.65103552 170.2457886 99.93395236 167.9671642 228.5134676 79.10081571 399.7358094 239.2555537 514.318061 81.70495779 672.5196924 203.7741178 271.8073297 232.094163 253.5783351 552.7291567 1481.105809 347.0019323 1654.281257 324.2156891 550.7760502 742.8315286 251.2997108 -0.97655328 2023.418397 243.1617668 288.0832177 232.4196807 288.7342532 296.2211617 468.7455746 197.9147982 168.292682 1121.408684 352.5357342 338.5384705 348.3040033 308.9163544 403.9675403 555.007781 329.4239733 3153.941578 196.6127271 511.0628834 543.2891417 563.4712428 294.9190907 170.5713063 120.1160535 239.9065892 120.4415713 920.8897434 359.3716072 343.4212369 535.8022332 269.8542232 141.6002257 411.4544488 84.30909988 482.0918028 416.3372152 187.8237476 986.3188132 4942.336152 338.2129528 814.7709536 100.9105056 207.680331 16.27588801 134.7643527 197.5892804 117.1863936 172.1988951 52.40835938 94.7256682 226.2348433 153.6443828 216.4693105 3316.37494 1636.37778 139.9726369 346.3508968 3856.083387 165.0375044 1047.190634 239.2555537 296.2211617 412.4310021 305.0101412 684.5638496 2278.298803 313.473603 324.2156891 111.6525917 584.955415 256.507995 2.929659841 0 536.1277509 229.4900209 638.9913632 511.3884012 878.5724346 627.9237593 302.4059992 7382.091764 180.3368391 402.0144338 295.2446084 1093.088639 178.3837326 214.8417217 60.54630339 1672.835769 95.37670372 784.8233197 53.0593949 86.5877242 36.13247138 447.912438 860.0179223 55.98905474 715.162519 307.2887656 64.45251651 408.8503067 168.6181998 78.77529795 108.7229319 892.8952161 245.1148734 2055.319138 470.3731634 108.0718964 471.6752344 233.7217518 178.7092503 69.33528291 101.6354401 139.5591118 362.5503013 1734.249506 1300.402702 301.8724266 268.1203588 200.9954599 7459.206984 2026.261778 653.8040998 3238.681562 394.7854222 661.3888342 3246.645533 576.4398096 276.4635666 257.122494 398.1985527 346.6223592 797.5348155 645.4608921 1403.934326 547.2385824 626.4990562 97.84307295 312.8702914 391.7515285 518.7958286 657.596467 676.1790661 378.4782434 892.7232314 1788.859593 1822.611661 1852.192125 1.516946867 397.819316 1160.84359 370.8935091 272.6711994 317.421132 285.1860111 1080.824643 314.766475 421.7112291 382.2706106 661.7680709 4198.529692 515.0034615 774.4013758 290.4953251 3374.06907 360.6541177 291.2537985 12822.37263 512.3488045 467.9781086 667.4566216 1533.254046 -1.896183584 644.7024186 428.1582533 849.4902457 2228.015711 684.5222739 10551.50317 387.5799246 318.9380789 154.3493438 633.3253171 2074.804078 296.5631126 907.1342267 894.9986517 352.6901467 1143.777938 965.5366811 805.1195499 1782.412569 284.4275376 482.7683405 1766.863864 724.7213659 690.5900614 861.2465839 780.8484 1047.072575 963.2612608 2335.339702 461.5310844 721.3082354 300.7347165 2039.535063 2861.341029 267.7411221 284.8067743 241.1945519 198.3408029 252.5716534 312.111818 131.9743775 382.2706106 274.1881463 319.3173156 488.4568913 993.2209614 450.1539829 405.0248136 403.12863 225.2666098 4925.147242 615.8804282 1222.659175 1186.25245 219.1988223 1537.42565 659.1134139 89.12062846 1126.333049 375.8235864 299.2177696 3163.592692 1754.728289 2081.630339 208.2009575 359.5164076 211.9933247 149.7985032 232.0928707 1271.580712 415.6434417 623.4651625 385.683741 14.03175852 195.3069092 696.6578488 541.9292684 276.8428033 1709.219883 52.71390364 62.953295 100.49773 981.4646232 742.9247283 239.2983683 1319.364538 1174.496112 424.3658861 388.7176348 668.5943318 1343.256451 421.7112291 2229.153422 1171.462218 992.0832513 494.145442 501.7301764 -2.275420301 400.0947363 610.1918774 377.71977 -1.896183584 325.7643398 5421.947341 1134.676257 37550.12352 262.4318081 1648.162771 1099.786479 525.6220895 721.6874722 415.2642049 378.0990067 1326.570036 1014.837454 230.5759238 158.5209476 47.02535289 197.2030928 370.1350356 1133.15931 449.3955095 784.6407671 414.5057315 825.2190958 610.5711141 368.6180888 362.1710646 1390.281804 49663.70273 637.8761577 918.5113282 734.9607572 340.9338084 3806.398927 1546.527331 601.4694329 406.1625237 385.9754625 128.2833899 1223.193375 517.6347311 692.4302272 10092.75196 3133.940709 299.7030073 2893.128029 339.8384539 1148.924044 538.2651008 1442.250392 4285.490436 543.5164676 1008.262433 43.88642285 668.0488812 335.7123799 620.7865796 237.0617029 479.7498703 323.3341581 435.4883498 2909.632325 1601.291788 1131.294456 1887.866378 926.8662467 205.1784043 542.3911747 820.7136171 546.8923463 2195.821533 910.3619509 322.2088652 -1.125292894 341.3388444 308.3302528 491.0027992 466.6214532 576.1499615 528.88766 353.7170662 681.9274935 679.6769077 4171.085659 1127.918577 986.5067701 548.7678344 885.2304096 363.094507 96.77518885 556.6448847 1780.963553 943.3705425 243.8134603 320.7084747 518.3849263 332.7115989 282.0734187 1159.05168 197.6764516 1241.198062 381.4742909 560.395861 144.7876856 139.1612212 1106.538012 294.0765429 660.5469285 331.9614036 372.0968501 1088.533326 414.4828825 531.5133434 1187.184003 547.2674439 1878.113839 690.554739 1298.963097 869.4763091 635.4153872 4791.497141 2268.965571 433.9879593 2813.232234 392.3521222 231.0601408 195.0507682 1528.522847 610.283846 387.8509507 838.7183034 235.93641 963.6258145 1273.08136 20752.27645 249.4399247 1398.363969 0.375097631 273.0710755 685.3033722 2013.899182 180.4219606 13171.92842 361.2190188 382.2244862 809.4606881 295.2018358 235.1862148 97.52538411 1285.83468 986.1316724 1213.065739 399.4789772 1444.12588 5629.465249 384.0999743 173.6702032 994.7589179 175.920789 481.6253585 360.4688236 5084.823489 1612.169619 788.4552208 1130.54426 648.918902 58.8903281 76.8950144 600.5313075 497.7545566 366.4703857 501.8806305 275.3216613 323.7092557 366.8454833 1062.276492 412.2322967 309.8306434 1498.139939 148.1635643 154.5402241 2293.346917 942.2452496 395.7280009 1166.553633 403.2299535 7201.124324 5878.905174 244.1885579 794.8318805 846.9704512 1775.337088 661.6722214 657.9212451 1730.325373 933.6180041 736.6917477 3016.910248 139.5363188 149.2888572 580.6511331 1999.645472 1194.685955 785.0793421 304.2041789 61.51601152 477.4992845 149.6639548 195.4258659 698.4317893 2976.024606 51.76347311 220.5574071 707.0590348 53.63896126 280.5730281 611.4091389 228.809555 220.1823095 111.0288988 1009.012628 972.2530601 99.02577464 153.7900288 444.490693 406.9809298 161.667079 389.7264388 245.6889484 312.0812292 316.2073031 210.8048687 270.0702945 -1.125292894 736.31665 265.9442205 377.450812 311.705622 466.2235052 173.8743352 197.9030341 353.4221131 453.5416919 216.925754 640.4315723 586.0332678 357.4268963 500.5978939 531.6349634 563.0057647 215.9245582 2250.020667 1908.612904 158.5226664 1871.234928 234.2798144 174.541799 197.5693021 0.667463859 -6.007174727 441.1936105 318.3802605 -12.01434945 392.4687488 214.9233625 213.9221667 1711.377333 261.6458326 510.2761199 423.1720863 1403.676495 437.8562912 1784.798358 2291.737158 370.4424415 287.0094592 174.8755309 254.3037301 364.7689987 152.1817598 189.5597358 313.0405497 6403.314527 51.72844904 145.5071212 140.5011422 299.6912725 1411.018597 405.1505622 219.9293414 242.2893807 117.1399072 649.4423344 839.0020702 632.7557379 340.0728359 -2.002391576 2965.541924 175.2092629 592.7079064 459.2151347 589.3705871 259.3097091 289.0118508 298.6900767 1853.213403 622.74378 374.1134927 104.4580939 176.2104587 180.5489737 233.2786186 883.7221488 346.7474745 1487.776941 160.1913261 2723.252543 2474.288524 1658.98142 458.5476708 399.8108513 548.6552917 348.0824022 622.0763162 2580.749009 882.720953 436.1876316 369.1075138 370.7761734 292.3491701 458.2139389 658.1193646 194.5657148 838.6683383 1036.905104 442.1948063 804.6276815 196.9018383 326.0560949 454.8766196 1105.32015 187.8910762 1973.356898 134.8276994 123.4808138 550.6576833 144.5059254 601.7186685 214.2558986 167.5334285 143.1709977 1287.204051 488.9172764 815.6408352 104.1243619 251.6338747 944.7950918 90.10762091 1444.058058 567.0105479 226.60398 250.298947 257.9747813 119.8097626 231.276227 109.7978047 632.422006 1063.603659 281.3360164 232.6111547 131.1566482 61.40667499 187.8910762 2341.463216 108.7966089 184.5537569 217.259486 668.7987863 144.5059254 269.9891308 2317.768249 260.9783687 1011.207746 1062.602463 240.9544529 1008.204158 165.197305 384.1254506 115.1375156 367.4388541 751.5643048 143.5047296 349.083598 218.2606818 2812.025236 2429.234713 1.668659646 128.1530608 106.7942174 72.41982866 121.1446903 537.3084062 676.8083526 231.276227 634.4243976 158.8563983 49.05859361 148.1769766 652.4459218 313.0405497 473.5656077 146.508317 61.07294306 5862.668802 313.3742816 272.3252543 221.931733 144.1721935 350.4185258 260.6446368 213.9221667 507.9399964 376.7833482 550.9914153 2163.917829 319.3814563 185.5549527 609.0607709 169.5358201 132.157844 132.157844 105.7930216 240.620721 238.6183294 251.9676066 213.5204673 379.5555547 -0.654970759 1120.327483 311.4385958 392.3274844 408.0467827 271.1578941 1606.315786 372.0233909 621.2397646 1012.257308 234.1520462 209.9181282 2563.555549 767.2982438 381.5204669 -1.637426897 350.0818705 318.3157887 244.304093 210.2456135 179.4619879 508.9122795 1225.122804 258.7134497 1524.116955 -0.982456138 1058.105261 105.4502921 481.730993 -2.619883035 195.5087715 242.3391807 474.1988293 151.953216 -2.292397655 231.2046778 693.6140334 331.0877185 339.9298238 380.2105254 224.6549702 493.5204667 393.3099406 303.2514613 131.3216371 195.1812861 218.1052626 111.345029 208.2807013 97.26315766 302.9239759 317.660818 231.8596486 267.8830403 177.824561 337.6374261 98.90058456 3268.959057 379.5555547 205.6608182 1102.970758 863.2514599 1108.865494 256.0935666 256.7485374 341.5672507 769.2631561 1702.596487 1920.374264 324.5380109 279.672514 375.2982447 509.8947356 292.1169584 513.8245602 2075.274849 503.0175427 771.5555537 367.4385956 1046.643272 1000.140349 112.6549705 298.9941513 203.6959059 272.4678356 1386.573096 337.9649115 301.9415198 284.5847946 1017.824559 248.8888883 3393.403501 648.7485365 183.7192978 351.0643267 800.3742671 -0.982456138 908.7719277 240.0467831 46.83040925 188.3040931 2451.883035 277.3801163 173.2397657 703.4385948 175.2046779 420.1637417 177.4970756 77.28654952 134.2690055 717.8479515 117.5672512 434.9005838 500.3976596 2555.6959 252.4912275 92.35087697 112.6549705 206.6432744 272.795321 187.6491224 503.6725134 275.7426894 718.1754369 524.3040923 251.5087713 362.8538003 323.8830402 1058.760231 311.4385958 33.73099407 260.3508766 373.9883032 70.40935656 194.8538007 232.5146193 357.2865489 108.7251459 354.9941512 1201.543857 201.0760229 8853.56723 722.1052614 5040.982444 540.6783613 161.1228066 -3.929824552 334.3625723 225.6374264 532.1637414 350.4093559 103.1578945 796.4444426 197.1461984 906.1520446 1500.865494 637.2865482 11223.90641 1222.830406 312.7485373 359.2514611 315.6959057 165.3801166 190.9239762 314.3859642 176.8421048 66.47953201 2038.269001 717.8479515 104.467836 252.4912275 1745.497072 634.3391798 205.6608182 177.4970756 271.4853795 268.2105257 381.5204669 245.9415199 102.5029237 435.2280691 158.830409 303.2514613 134.5964909 201.7309937 91.36842084 119.8596488 59.27485366 95.62573077 219.7426895 526.9239754 610.1052617 0.982456138 137.2163739 183.7192978 1668.400217 1055.609789 537.1234836 733.1866011 154.6885813 290.3672406 344.0423146 1388.097053 582.5981991 3062.088423 388.0260558 263.5297036 649.6920416 630.3093759 330.9962897 7072.436487 588.5620962 780.897778 99.89527661 188.2355026 712.3129612 702.2488849 116.2959937 12.30053779 6290.793222 324.659649 606.4537875 0 1029.890482 336.9601868 348.887981 1198.370576 699.2669363 1077.974403 1279.628674 6512.948389 1441.772127 472.6388461 939.313795 451.3924626 275.8302414 483.8211532 266.8843957 251.974653 260.1750115 263.5297036 1704.1836 260.1750115 64.11189395 370.8798516 245.6380123 198.6723225 347.7697503 963.9148706 182.644349 327.268854 322.4231876 2775.448618 2661.016342 2583.112936 429.7733356 249.365448 271.3573186 818.172135 2290.509234 883.4022596 2372.140076 917.694668 262.0387293 289.994497 426.4186435 235.5739359 452.8834369 259.8022679 696.6577313 617.6360946 650.4375287 694.0485263 301.1768041 251.2291658 2736.310543 696.2849877 632.5458374 415.2363364 351.8699296 1622.552758 603.4718389 211.3456039 401.4448243 699.2669363 312.3591112 260.547755 286.6398049 292.603702 877.4383625 482.7029224 119.2779422 282.1668821 326.1506233 235.5739359 350.7516989 4216.102514 2096.309835 1478.300996 164.0071706 391.7534915 948.6323843 576.2615584 2809.368283 386.5350815 692.1848085 338.0784175 696.6577313 672.4293993 4792.736816 449.9014883 246.756243 539.7326886 968.3877934 387.2805687 877.4383625 251.974653 286.2670613 272.1028057 1023.553842 290.7399842 625.090966 64.11189395 92.44040522 1083.565556 374.9800309 172.5802727 1753.758494 146.1154792 127.1055572 354.8518781 406.6632343 177.0531955 846.1279027 629.9366324 1767.550006 509.1677159 469.2841539 813.3264685 529.6686122 1703.438112 20651.11198 8111.272815 451.7652062 281.7941385 278.4394464 257.9385501 366.0341852 333.9782382 428.6551049 280.3031642 304.1587527 297.0766249 330.2508025 586.6983783 352.6154167 967.2695627 731.6956268 324.659649 452.5106933 101.3862509 263.9024472 295.212907 89.45845667 294.8401634 3009.158836 1045.172969 1997.532789 662.3653229 597.1351983 105.1136866 88.71296953 191.2174511 115.5505065 39.13807479 254.2111144 1424.253179 1591.987785 602.7263518 257.1930629 228.8645516 223.6461417 495.3762038 347.3970067 2400.468587 348.5152374 156.5522992 227.7463209 216.1912703 80.512611 111.8230708 256.0748322 789.2883386 373.1942211 1284.904215 351.2211034 414.698999 1048.431616 1369.30889 5403.991833 439.1135742 2236.375089 1661.586233 707.6739015 712.9055962 516.5426556 390.6332034 742.5518661 485.5012671 405.2819485 293.6724618 848.5808784 175.0873822 758.5957298 293.6724618 456.5525565 -0.697559292 619.0838714 -1.743898229 1023.668261 -0.697559292 0.348779646 2370.655253 -1.395118584 370.0552043 315.6455795 1468.711089 368.6600857 296.462699 235.426261 264.7237512 227.0555495 458.2964547 498.406114 1302.343198 607.5741431 333.4333415 670.3544794 2320.082204 966.1196191 251.8189043 106.377792 2099.304689 176.4825008 60.33887874 1646.588708 422.7209308 493.8719786 1677.630097 3426.062462 330.9918839 328.5504264 1791.332261 565.0230263 186.2483309 1059.941344 401.7941521 192.5263645 609.666821 369.7064246 273.4432424 593.6229573 212.4068043 654.6593953 2192.777634 439.4623538 196.7117203 168.460569 535.0279768 717.0909519 434.5794388 443.2989299 403.8868299 369.357645 356.8015777 189.7361274 725.4616634 253.2140229 713.9519351 1486.498851 714.3007148 390.981983 591.1814998 399.0039149 397.6087963 627.4545829 553.1645184 382.2624919 453.7623193 644.8935652 394.8185591 688.1422413 236.1238203 554.2108573 607.5741431 489.6866228 292.9749025 181.7141955 839.8613873 471.8988609 372.4966618 93.82172474 95.21684333 1628.103387 652.5667174 650.4740396 408.0721857 141.2557566 386.099068 190.4336867 475.3866573 317.0406981 1087.843716 250.0750061 1011.460973 186.9458902 177.1800601 321.2260539 1046.687717 1170.853271 53.01450617 709.7665794 295.4163601 267.862768 305.1821901 650.4740396 144.743553 580.0205511 402.4917114 2429.250234 274.4895813 275.1871406 202.6409743 477.8281149 299.2529362 424.8136087 501.5451308 643.149667 1178.526423 439.1135742 2504.586637 587.3449237 159.3922982 502.5914697 283.5578521 92.42660616 1589.040067 306.2285291 61.73399732 719.1836298 202.2921946 401.4453724 94.86806368 480.618352 215.5458212 2270.904274 928.4514173 1747.734806 212.755584 9860.349369 134.6289433 -0.697559292 369.357645 271.0017849 411.2112025 81.61443714 438.7647945 158.3459592 81.26565749 427.6038459 513.7524184 375.6356786 389.5868645 98.35586014 327.1553078 352.616222 231.9384645 223.567753 152.0679256 -1.743898229 300.2992751 587.3449237 208.2214486 475.3866573 45.69013361 834.6296926 781.9639661 65.57057343 75.68518316 686.0495635 168.8093486 1115.943879 195.2642589 404.0069356 227.4051015 238.4643161 200.1026653 212.1986813 1593.909313 730.2537681 279.9363711 453.0822007 870.9131546 407.8085406 620.007222 242.9571221 866.4203486 953.5116641 393.9845223 299.6355972 415.7573512 412.9925475 482.4582396 -1.036801375 5375.815127 632.7944389 144.806592 154.1378043 545.0119225 232.2435079 656.6408705 677.7224985 -5.529607331 507.6870731 298.5987959 303.4372023 2148.943649 344.2180563 345.9460586 383.2709081 229.4787042 324.1732298 399.1685292 182.1314415 366.6820861 213.2354827 650.0744618 135.4753796 107.8273429 705.7161356 1544.142847 91.92972187 609.9848087 8323.787035 455.8470043 220.8386928 376.0132985 820.8010882 1421.109084 764.8138139 604.1096009 339.0340495 676.6856971 791.4250492 384.9989104 177.984236 438.221381 530.1511028 1463.27234 277.5171679 160.3586126 243.648323 340.0708508 185.587446 1964.738605 608.6024068 602.3815986 447.8981938 219.4562909 2034.549897 353.8948692 451.3541984 297.9075949 442.022986 226.3683001 225.6770992 262.3107478 431.6549723 1880.757693 290.9955858 1130.113498 227.7507019 447.2069929 272.6787615 999.476525 280.2819716 48.38406414 257.4723413 1424.565089 144.4609915 723.6873594 162.0866149 516.3270845 2988.407162 2775.171679 360.8068783 867.45715 189.0434506 465.5238172 257.8179418 1151.195126 341.1076522 703.2969324 177.6386355 1871.426481 203.2130694 369.1012893 274.4067638 241.2291198 139.9681856 0 291.6867867 205.6322726 160.0130121 95.040126 144.1153911 471.7446254 33.8688449 171.4178273 156.5570076 706.061736 1053.044596 509.7606758 2047.337114 1771.893549 179.3666378 174.1826309 199.0658639 97.80492966 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643.0094588 640.3757162 263.7505153 351.0402721 23942.9783 728.7942199 483.8561522 269.0180006 485.7373969 440.2112737 989.5347435 1044.467091 366.4664792 399.9526359 478.5886668 -1.88124476 267.5657841 270.8792923 354.9595619 318.5109721 397.6209795 1351.497142 396.3784139 781.9879263 926.5397199 529.7471175 2029.109561 722.3447794 1006.478104 1852.251063 2197.2701 2269.753091 -1.656754081 374.8406109 2.070942601 1338.243109 1711.012777 419.9871596 1430.192961 2111.118888 362.4149553 315.1974639 231.9455714 197.1537357 597.6740348 466.3762738 477.1451754 979.5558505 520.63497 948.9059 542.1727731 2160.407322 1521.314435 844.9445814 706.1914271 445.6668478 1036.713866 998.6085224 1172.153512 870.2100811 562.053822 502.4106751 275.435366 238.1583992 733.1136809 484.6005687 2345.135402 575.7220432 290.3461527 352.4744308 687.1387552 232.3597599 516.4930848 572.408535 2193.956592 230.2888173 826.306098 810.1527457 3008.251223 464.7195198 586.4909447 1049.967899 575.3078547 12554.05405 675.5414766 342.1197178 652.3469195 412.5317662 825.4777209 429.9276841 2408.092057 494.9552817 1310.906667 923.6404002 600.9875429 1553.62114 1484.865845 483.3580032 1991.832594 630.3949279 496.6120358 770.3906477 880.9789827 3798.937108 510.280257 1684.504712 1876.273997 2177.80324 1997.217045 892.5762612 552.1132975 -0.828377041 856.1276714 2273.066599 384.7811353 563.7105761 243.9570385 1727.580318 1203.217651 2193.542403 258.8678252 663.5300095 403.4196188 426.6141759 1361.437666 1083.931358 44772.12229 113.9018431 152.0071869 1069.434759 1308.421536 95.26335967 166.0895966 294.0738494 411.7033892 407.1473154 437.7972659 1085.173923 566.6098958 311.8839558 1194.519693 362.4149553 534.7173797 90.29309742 150.7646214 777.4318526 1634.80209 829.2054176 1831.541637 506.5525603 322.2386688 280.4056282 331.7650048 981.2126046 371.1129142 378.154119 241.4719073 300.7008657 1047.896956 692.5232059 626.2530427 224.0759895 425.7857989 1604.152139 2056.860192 305.671128 8697.130549 449.808733 792.3426393 1619.891303 394.7216598 193.8402275 796.898713 558.7403139 581.5206825 492.0559621 1.656754081 111.0025234 -2.899319642 -1.242565561 16.15335229 -0.828377041 443.1817167 1167.597439 668.0860832 540.1018305 986.5970553 735.598812 814.2946309 284.961702 363.2433323 117.2153512 257.2110711 923.6404002 955.5329163 201.2956209 256.7968826 341.7055292 545.9004697 968.786949 9406.635484 644.8915261 5113.571471 324.7237999 431.9986267 2546.016834 1583.028525 1114.581308 314.3690869 619.2118378 631.6374934 211.6503339 1532.497525 528.0903634 NaN

2. Procesamiento de las columnas para ajustar formatos¶

In [6]:
colnames = df.columns
In [7]:
names = []
for name in colnames:
    names.append(name)
    
names
Out[7]:
['index',
 'Sample_geo_accession',
 'Sample_status',
 'Sample_submission_date',
 'Sample_last_update_date',
 'Sample_type',
 'Sample_channel_count',
 'Sample_source_name_ch1',
 'Sample_organism_ch1',
 'Sample_characteristics_ch1',
 'Sample_characteristics_ch1',
 'Sample_characteristics_ch1',
 'Sample_characteristics_ch1',
 'Sample_characteristics_ch1',
 'Sample_molecule_ch1',
 'Sample_extract_protocol_ch1',
 'Sample_label_ch1',
 'Sample_label_protocol_ch1',
 'Sample_taxid_ch1',
 'Sample_hyb_protocol',
 'Sample_scan_protocol',
 'Sample_data_processing',
 'Sample_platform_id',
 'Sample_contact_name',
 'Sample_contact_email',
 'Sample_contact_phone',
 'Sample_contact_laboratory',
 'Sample_contact_department',
 'Sample_contact_institute',
 'Sample_contact_address',
 'Sample_contact_city',
 'Sample_contact_state',
 'Sample_contact_zip/postal_code',
 'Sample_contact_country',
 'Sample_supplementary_file',
 'Sample_data_row_count',
 'Sample_relation',
 'Sample_relation',
 'Sample_relation',
 'Sample_relation',
 'Sample_relation',
 'Sample_relation',
 'series_matrix_table_begin',
 'ID_REF',
 '1',
 '2',
 '3',
 '4',
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 ...]
In [14]:
names[0] = "Sample_ID"
names[9] = "Sample_age"
names[10] = "Sample_gender"
names[11] = "Sample_mmse"
names[12] = "Sample_tissue"
names[13] = "Sample_diagnosis"

names
Out[14]:
['Sample_ID',
 'Sample_geo_accession',
 'Sample_status',
 'Sample_submission_date',
 'Sample_last_update_date',
 'Sample_type',
 'Sample_channel_count',
 'Sample_source_name_ch1',
 'Sample_organism_ch1',
 'Sample_age',
 'Sample_gender',
 'Sample_mmse',
 'Sample_tissue',
 'Sample_diagnosis',
 'Sample_molecule_ch1',
 'Sample_extract_protocol_ch1',
 'Sample_label_ch1',
 'Sample_label_protocol_ch1',
 'Sample_taxid_ch1',
 'Sample_hyb_protocol',
 'Sample_scan_protocol',
 'Sample_data_processing',
 'Sample_platform_id',
 'Sample_contact_name',
 'Sample_contact_email',
 'Sample_contact_phone',
 'Sample_contact_laboratory',
 'Sample_contact_department',
 'Sample_contact_institute',
 'Sample_contact_address',
 'Sample_contact_city',
 'Sample_contact_state',
 'Sample_contact_zip/postal_code',
 'Sample_contact_country',
 'Sample_supplementary_file',
 'Sample_data_row_count',
 'Sample_relation',
 'Sample_relation',
 'Sample_relation',
 'Sample_relation',
 'Sample_relation',
 'Sample_relation',
 'series_matrix_table_begin',
 'ID_REF',
 '1',
 '2',
 '3',
 '4',
 '5',
 '6',
 '7',
 '8',
 '9',
 '10',
 '11',
 '12',
 '13',
 '14',
 '15',
 '16',
 '17',
 '18',
 '19',
 '20',
 '21',
 '22',
 '23',
 '24',
 '25',
 '26',
 '27',
 '28',
 '29',
 '30',
 '31',
 '32',
 '33',
 '34',
 '35',
 '36',
 '37',
 '38',
 '39',
 '40',
 '41',
 '42',
 '43',
 '44',
 '45',
 '46',
 '47',
 '48',
 '49',
 '50',
 '51',
 '52',
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In [15]:
df.columns = names
df.head()
Out[15]:
Sample_ID Sample_geo_accession Sample_status Sample_submission_date Sample_last_update_date Sample_type Sample_channel_count Sample_source_name_ch1 Sample_organism_ch1 Sample_age Sample_gender Sample_mmse Sample_tissue Sample_diagnosis Sample_molecule_ch1 Sample_extract_protocol_ch1 Sample_label_ch1 Sample_label_protocol_ch1 Sample_taxid_ch1 Sample_hyb_protocol Sample_scan_protocol Sample_data_processing Sample_platform_id Sample_contact_name Sample_contact_email Sample_contact_phone Sample_contact_laboratory Sample_contact_department Sample_contact_institute Sample_contact_address Sample_contact_city Sample_contact_state Sample_contact_zip/postal_code Sample_contact_country Sample_supplementary_file Sample_data_row_count Sample_relation Sample_relation Sample_relation Sample_relation Sample_relation Sample_relation series_matrix_table_begin ID_REF 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 474 475 476 477 478 479 480 481 482 483 484 485 486 487 488 489 490 491 492 493 494 495 496 497 498 499 500 501 502 503 504 505 506 507 508 509 510 511 512 513 514 515 516 517 518 519 520 521 522 523 524 525 526 527 528 529 530 531 532 533 534 535 536 537 538 539 540 541 542 543 544 545 546 547 548 549 550 551 552 553 554 555 556 557 558 559 560 561 562 563 564 565 566 567 568 569 570 571 572 573 574 575 576 577 578 579 580 581 582 583 584 585 586 587 588 589 590 591 592 593 594 595 596 597 598 599 600 601 602 603 604 605 606 607 608 609 610 611 612 613 614 615 616 617 618 619 620 621 622 623 624 625 626 627 628 629 630 631 632 633 634 635 636 637 638 639 640 641 642 643 644 645 646 647 648 649 650 651 652 653 654 655 656 657 658 659 660 661 662 663 664 665 666 667 668 669 670 671 672 673 674 675 676 677 678 679 680 681 682 683 684 685 686 687 688 689 690 691 692 693 694 695 696 697 698 699 700 701 702 703 704 705 706 707 708 709 710 711 712 713 714 715 716 717 718 719 720 721 722 723 724 725 726 727 728 729 730 731 732 733 734 735 736 737 738 739 740 741 742 743 744 745 746 747 748 749 750 751 752 753 754 755 756 757 758 759 760 761 762 763 764 765 766 767 768 769 770 771 772 773 774 775 776 777 778 779 780 781 782 783 784 785 786 787 788 789 790 791 792 793 794 795 796 797 798 799 800 801 802 803 804 805 806 807 808 809 810 811 812 813 814 815 816 817 818 819 820 821 822 823 824 825 826 827 828 829 830 831 832 833 834 835 836 837 838 839 840 841 842 843 844 845 846 847 848 849 850 851 852 853 854 855 856 857 858 859 860 861 862 863 864 865 866 867 868 869 870 871 872 873 874 875 876 877 878 879 880 881 882 883 884 885 886 887 888 889 890 891 892 893 894 895 896 897 898 899 900 901 902 903 904 905 906 907 908 909 910 911 912 913 914 915 916 917 918 919 920 921 922 923 924 925 926 927 928 929 930 931 932 933 934 935 936 937 938 939 940 941 942 943 944 945 946 947 948 949 950 951 952 953 954 955 956 957 958 959 960 961 962 963 964 965 966 967 968 969 970 971 972 973 974 975 976 977 978 979 980 981 982 983 984 985 986 987 988 989 990 991 992 993 994 995 996 997 998 999 1000 1001 1002 1003 1004 1005 1006 1007 1008 1009 1010 1011 1012 1013 1014 1015 1016 1017 1018 1019 1020 1021 1022 1023 1024 1025 1026 1027 1028 1029 1030 1031 1032 1033 1034 1035 1036 1037 1038 1039 1040 1041 1042 1043 1044 1045 1046 1047 1048 1049 1050 1051 1052 1053 1054 1055 1056 1057 1058 1059 1060 1061 1062 1063 1064 1065 1066 1067 1068 1069 1070 1071 1072 1073 1074 1075 1076 1077 1078 1079 1080 1081 1082 1083 1084 1085 1086 1087 1088 1089 1090 1091 1092 1093 1094 1095 1096 1097 1098 1099 1100 1101 1102 1103 1104 1105 1106 1107 1108 1109 1110 1111 1112 1113 1114 1115 1116 1117 1118 1119 1120 1121 1122 1123 1124 1125 1126 1127 1128 1129 1130 1131 1132 1133 1134 1135 1136 1137 1138 1139 1140 1141 1142 1143 1144 1145 1146 1147 1148 1149 1150 1151 1152 1153 1154 1155 1156 1157 1158 1159 1160 1161 1162 1163 1164 1165 1166 1167 1168 1169 1170 1171 1172 1173 1174 1175 1176 1177 1178 1179 1180 1181 1182 1183 1184 1185 1186 1187 1188 1189 1190 1191 1192 1193 1194 1195 1196 1197 1198 1199 1200 1201 1202 1203 1204 1205 1206 1207 1208 1209 1210 1211 1212 1213 1214 1215 1216 1217 1218 1219 1220 1221 1222 1223 1224 1225 1226 1227 1228 1229 1230 1231 1232 1233 1234 1235 1236 1237 1238 1239 1240 1241 1242 1243 1244 1245 1246 1247 1248 1249 1250 1251 1252 1253 1254 1255 1256 1257 1258 1259 1260 1261 1262 1263 1264 1265 1266 1267 1268 1269 1270 1271 1272 1273 1274 1275 1276 1277 1278 1279 1280 1281 1282 1283 1284 1285 1286 1287 1288 1289 1290 1291 1292 1293 1294 1295 1296 1297 1298 1299 1300 1301 1302 1303 1304 1305 1306 1307 1308 1309 1310 1311 1312 1313 1314 1315 1316 1317 1318 1319 1320 1321 1322 1323 1324 1325 1326 1327 1328 1329 1330 1331 1332 1333 1334 1335 1336 1337 1338 1339 1340 1341 1342 1343 1344 1345 1346 1347 1348 1349 1350 1351 1352 1353 1354 1355 1356 1357 1358 1359 1360 1361 1362 1363 1364 1365 1366 1367 1368 1369 1370 1371 1372 1373 1374 1375 1376 1377 1378 1379 1380 1381 1382 1383 1384 1385 1386 1387 1388 1389 1390 1391 1392 1393 1394 1395 1396 1397 1398 1399 1400 1401 1402 1403 1404 1405 1406 1407 1408 1409 1410 1411 1412 1413 1414 1415 1416 1417 1418 1419 1420 1421 1422 1423 1424 1425 1426 1427 1428 1429 1430 1431 1432 1433 1434 1435 1436 1437 1438 1439 1440 1441 1442 1443 1444 1445 1446 1447 1448 1449 1450 1451 1452 1453 1454 1455 1456 1457 1458 1459 1460 1461 1462 1463 1464 1465 1466 1467 1468 1469 1470 1471 1472 1473 1474 1475 1476 1477 1478 1479 1480 1481 1482 1483 1484 1485 1486 1487 1488 1489 1490 1491 1492 1493 1494 1495 1496 1497 1498 1499 1500 1501 1502 1503 1504 1505 1506 1507 1508 1509 1510 1511 1512 1513 1514 1515 1516 1517 1518 1519 1520 1521 1522 1523 1524 1525 1526 1527 1528 1529 1530 1531 1532 1533 1534 1535 1536 1537 1538 1539 1540 1541 1542 1543 1544 1545 1546 1547 1548 1549 1550 1551 1552 1553 1554 1555 1556 1557 1558 1559 1560 1561 1562 1563 1564 1565 1566 1567 1568 1569 1570 1571 1572 1573 1574 1575 1576 1577 1578 1579 1580 1581 1582 1583 1584 1585 1586 1587 1588 1589 1590 1591 1592 1593 1594 1595 1596 1597 1598 1599 1600 1601 1602 1603 1604 1605 1606 1607 1608 1609 1610 1611 1612 1613 1614 1615 1616 1617 1618 1619 1620 1621 1622 1623 1624 1625 1626 1627 1628 1629 1630 1631 1632 1633 1634 1635 1636 1637 1638 1639 1640 1641 1642 1643 1644 1645 1646 1647 1648 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9249 9250 9251 9252 9253 9254 9255 9256 9257 9258 9259 9260 9261 9262 9263 9264 9265 9266 9267 9268 9269 9270 9271 9272 9273 9274 9275 9276 9277 9278 9279 9280 9281 9282 9283 9284 9285 9286 9287 9288 9289 9290 9291 9292 9293 9294 9295 9296 9297 9298 9299 9300 9301 9302 9303 9304 9305 9306 9307 9308 9309 9310 9311 9312 9313 9314 9315 9316 9317 9318 9319 9320 9321 9322 9323 9324 9325 9326 9327 9328 9329 9330 9331 9332 9333 9334 9335 9336 9337 9338 9339 9340 9341 9342 9343 9344 9345 9346 9347 9348 9349 9350 9351 9352 9353 9354 9355 9356 9357 9358 9359 9360 9361 9362 9363 9364 9365 9366 9367 9368 9369 9370 9371 9372 9373 9374 9375 9376 9377 9378 9379 9380 9381 9382 9383 9384 9385 9386 9387 9388 9389 9390 9391 9392 9393 9394 9395 9396 9397 9398 9399 9400 9401 9402 9403 9404 9405 9406 9407 9408 9409 9410 9411 9412 9413 9414 9415 9416 9417 9418 9419 9420 9421 9422 9423 9424 9425 9426 9427 9428 9429 9430 9431 9432 9433 9434 9435 9436 9437 9438 9439 9440 9441 9442 9443 9444 9445 9446 9447 9448 9449 9450 9451 9452 9453 9454 9455 9456 9457 9458 9459 9460 9461 9462 9463 9464 9465 9466 9467 9468 9469 9470 9471 9472 9473 9474 9475 9476 9477 9478 9479 9480 series_matrix_table_end
0 Alzheimer's Disease serum (PD vs. AD) sample 1 GSM734833 Public on Jul 13 2011 May 31 2011 Jul 13 2011 other 1 AD1 Homo sapiens UNK Female 5 sample type: serum Alzheimer's Disease other All serum (PD vs. AD) samples were purchased f... Alexa Fluor 647 standard Invitrogen protocol 9606 Probing and analysis of microarrays was perfor... Protein microarrays were scanned using a Genep... The GPR files were imported into Invitrogen's ... GPL13669 Robert,G,Nagele nagelero@rowan.edu 856-566-6083 Nagele NJISA UMDNJ-SOM 2 Medical Center Drive Stratford NJ 08084 USA ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM734n... 9480 Reanalyzed by: GSM735147 Reanalyzed by: GSM735278 Reanalyzed by: GSM735349 Reanalyzed by: GSM735424 Reanalyzed by: GSM735650 Reanalyzed by: GSM735737 NaN GSM734833 7289.964133 2388.467919 747.3622496 4584.640077 4023.20919 1866.587224 481.4213031 586.8884819 1310.611536 595.5258801 1171.503964 1382.892922 13897.5738 1860.222826 389.1375217 641.8950708 1007.393397 -1.363799726 1151.046968 5111.521371 1852.040027 730.0874531 761.0002468 -1.363799726 622.3472747 1177.868363 2582.58208 1.818399634 1086.039181 931.9298124 -2.272999543 685.0820621 -3.636799268 890.5612208 -2.727599451 935.1120118 2149.348367 2306.639936 791.0038408 6942.195203 789.6400411 523.6990946 786.4578417 990.5732006 1227.419753 788.7308412 7143.582962 918.7464151 613.2552766 552.3388888 1232.420352 436.8705121 633.7122724 1499.725098 937.8396112 563.7038865 662.3520667 1398.803918 2839.431028 577.7964837 1608.829076 1305.156337 670.9894649 826.9172336 1550.640288 1352.889328 997.3921992 820.5528348 518.6984956 395.5019204 471.874705 3819.548431 2049.336388 644.1680703 1200.143758 3709.080653 964.2064059 3810.456433 972.3892043 1330.613932 658.2606675 1103.768578 1803.397837 516.880096 0 -0.909199817 695.0832601 1585.189881 630.5300731 2783.06064 1647.015468 1076.947183 1184.687362 1236.057151 2815.337233 2471.659703 1010.120997 983.754202 585.5246821 1585.644481 1404.713717 669.1710653 2184.80716 599.6172793 6237.565345 2517.119693 1185.141961 380.5001234 577.3418838 274.5783447 382.773123 1916.593214 761.0002468 2294.365738 -3.18219936 539.1554915 410.5037174 696.9016597 1062.399986 765.5462459 389.1375217 942.3856103 3260.845144 651.8962688 887.8336213 599.1626794 534.1548925 5597.943273 678.7176634 -1.818399634 858.7392272 460.9643072 1025.577394 386.4099222 293.6715409 1891.590219 606.8908778 622.8018746 690.537261 2117.980974 515.0616963 1847.948628 826.4626337 1838.40203 1255.150347 980.5720026 401.4117192 381.8639231 630.984673 3232.205349 1687.47486 831.4632326 1737.02625 685.536662 652.8054686 633.2576725 539.6100914 340.4953315 772.3652445 502.7874988 421.4141152 -5.000598994 642.8042706 465.9649062 683.2636625 2172.987563 410.0491175 2040.244389 1459.265706 913.2912162 546.8836899 444.1441106 322.3113351 507.3334979 568.2498856 719.1770552 465.0557064 6047.542583 223.2085551 913.7458161 344.1321307 267.3047462 2618.040873 3150.377366 338.2223319 570.5228852 632.3484727 747.3622496 407.321518 254.1213489 534.1548925 186.3859625 205.9337586 209.5705578 585.0700822 394.5927206 288.6709419 182.2945633 561.430887 424.6775854 882.4005349 426.9103802 907.4078375 304.5532211 405.4755494 829.2600169 1405.767654 2170.276619 785.0506783 915.892458 685.4680269 818.9891604 218.8138978 970.372653 4044.931197 592.1372011 -0.89311795 -2.679353851 2783.402092 1044.501443 964.1208274 853.3742015 448.3452111 821.2219553 557.75216 374.2164212 863.645058 727.8911295 366.6249186 419.3188777 591.6906421 2165.81103 1001.185222 554.6262471 1988.973675 433.6087649 250.966144 760.0433757 2984.353631 575.614519 343.8504109 1971.557875 2772.684677 393.4184571 350.9953545 764.9555244 498.3598163 515.3290573 1515.621162 934.201376 1200.350525 396.097811 731.0170423 324.201816 501.4857291 104.4948002 1946.104014 668.0522268 865.8778528 436.7346777 1093.176371 6417.945591 497.4666983 2882.538185 491.6614316 590.7975241 580.9732267 1153.461833 526.4930317 817.6494835 3897.120176 3293.372442 526.4930317 857.8397913 1460.247849 1475.430854 944.9187914 1506.243423 736.822309 999.8455454 454.5970367 554.1796882 459.9557444 673.8574935 342.064175 913.2131042 366.6249186 2393.109548 676.0902884 1187.846874 702.4372679 384.9338366 -0.89311795 -4.019030776 690.8267346 405.9221084 149.5972567 501.0391701 784.1575604 1702.282813 254.0920569 1426.755926 506.8444368 806.0389502 1281.624259 1808.563849 347.8694416 392.0787802 452.8108008 442.9865034 1036.90994 1839.376419 984.2159812 469.3334829 2961.579123 849.3551707 342.064175 355.0143852 536.3173292 327.7742878 1992.546147 322.862139 1694.244752 327.3277288 367.0714776 451.9176829 413.067052 262.1301184 592.58376 190.2341234 77.2547027 430.929411 367.9645955 399.2237238 1020.833817 2024.698393 315.2706365 66.09072832 254.5386158 670.2850217 580.0801087 1021.280376 512.2031445 440.7537085 665.372873 401.4565187 442.9865034 -1.786235901 -6.698384627 2485.100697 868.5572067 480.9440162 3746.629802 532.7448574 385.3803956 144.238549 0 2108.651481 864.9847349 380.4682468 329.1139647 1253.044484 2396.68202 376.0026571 400.1168417 62.07169755 558.6452779 1539.288787 2783.848651 484.516488 775.6729398 2110.884276 206.7568055 264.3629133 239.3556107 294.2823646 530.5120625 530.0655035 399.2237238 2215.825635 1333.4251 878.3815041 717.1737141 754.684668 1040.482412 1203.476438 681.0024371 2381.052456 325.9880519 468.4403649 534.5310933 380.4682468 609.1064421 398.7771648 879.2746221 1199.010848 2243.954712 384.7401962 803.902222 351.1898054 1249.207409 1921.086665 785.1662895 357.2898765 2747.210574 813.0523286 525.0418306 388.2259511 735.4942823 951.6110856 1138.534692 2017.380644 611.3142642 2603.423185 880.5888296 518.0703209 504.1273013 3097.96466 908.9105881 1244.414497 796.9307122 403.0404094 1017.404709 834.8382967 879.2816716 1857.035919 -3.921474254 0 2419.985334 0.435719362 831.7882612 654.0147617 471.4483492 588.2211381 442.2551519 750.3087405 1030.912009 631.3573549 -1.307158085 437.462239 755.5373729 582.121067 591.2711736 69.71509784 282.3461463 502.3844238 2420.856773 849.652755 481.0341751 1471.424284 2317.155565 476.2412621 2061.388299 552.9278698 553.3635891 1051.826539 2413.449543 427.4406937 559.0279408 730.7013693 2617.366205 2583.380094 162.0876025 1897.557819 894.9675686 1016.96899 193.4593965 488.8771236 8517.00636 1752.463272 799.109309 806.9522575 486.2628075 782.9876927 609.1356674 2623.901995 3772.458232 661.4219908 453.5838553 391.711706 431.7978873 834.8382967 601.2927189 284.0890237 368.6185799 324.6109243 671.8792555 441.8194326 719.8083852 336.3753471 470.5769104 247.9243167 1728.498707 2894.047999 409.1404805 347.2683311 1114.570127 328.0966792 378.6401252 266.2245299 618.7214934 2172.932456 443.9980294 806.5165382 376.4615284 536.370534 457.941049 273.1960397 332.8895922 3104.500451 1006.511725 578.1995927 767.737515 306.3107112 252.7172297 606.9570706 321.1251694 446.1766262 1249.643129 831.3525418 373.4114928 414.8048322 633.971671 318.9465726 257.945862 172.5448672 252.7172297 244.0028425 745.0801082 409.5761998 88.88674975 757.2802503 940.2823822 441.8194326 156.8589701 654.0147617 3789.015568 943.7681371 698.4581365 372.1043347 -0.871438723 1552.903804 471.4483492 308.0535886 402.60469 433.1050454 878.8459522 1201.27828 353.3684022 87.14387231 2502.772013 709.3511206 232.6741391 1065.769558 320.6894501 1854.857322 635.7145485 152.0660572 643.9932163 379.5115639 434.8479228 781.2448152 327.2252405 360.339912 1326.765456 418.7263064 114.5941921 332.4538728 396.0688996 1374.694586 901.503359 404.3475675 482.3413332 169.4948316 403.9118481 310.6679048 404.7832869 440.9479939 359.0327539 199.5594676 417.8548677 340.7325407 793.4449573 399.9903739 405.6547256 741.5943533 444.8694681 549.4421149 834.8382967 177.7734995 511.9702498 295.8534465 8276.053553 194.7665546 309.3607467 639.1878326 674.2718989 878.7462227 720.8679244 3536.912432 765.8193843 1104.599899 3015.036946 565.7305688 963.7154457 1135.298457 919.3121743 1004.829586 565.7305688 2777.123122 409.4968361 -3.289131214 -4.385508285 660.5671855 1053.070177 677.5610301 680.8501613 5845.882544 1644.565607 795.9697538 377.1537125 455.5446731 452.2555419 867.2342634 307.5337685 638.639644 548.1885357 1392.947069 1975.123294 844.7585334 731.2835066 -1.644565607 794.3251882 652.892546 609.0374631 2244.283865 884.7762966 555.8631752 536.1283879 458.8338043 774.5904009 871.6197717 529.0019369 252.7149149 452.8037305 1090.346997 1026.208939 706.6150225 1071.708587 138.143511 2421.896951 876.00528 559.1523064 3011.199626 3315.444264 1542.602539 585.4653561 2075.989985 16604.63075 681.9465384 68711.04744 5104.183456 874.3607144 492.273305 552.5740439 1000.444078 617.2602912 2307.873735 4278.063332 4062.625238 582.7244134 606.2965204 792.6806226 969.197331 592.0436185 762.5302531 584.9171675 748.2773512 772.3976467 489.5323623 1153.388679 521.8754859 603.5555778 3935.993686 782.8132289 1335.387273 18477.24278 844.2103449 734.0244492 596.4291268 462.6711241 529.5501254 525.7128057 1292.080379 800.3552621 486.7914197 1207.111156 1181.894483 1262.478198 553.670421 522.4236745 293.8290551 383.731975 814.608164 497.2070018 1186.82818 212.1489633 451.1591648 542.7066503 783.3614175 1127.075629 202.8297582 538.321142 386.4729176 152.3964129 613.9711599 1202.725647 829.4092545 1453.247808 421.0087954 450.0627878 59.75255039 818.4454837 24.12029557 500.4961331 180.3540282 846.9512876 666.0490708 1093.08794 1366.634019 1071.708587 3947.505645 262.03412 421.5569839 1970.189597 500.4961331 701.6813256 357.4189252 2517.281756 448.9664107 857.9150583 1962.514958 -4.933696821 1337.031838 1801.895717 373.8645813 1592.487696 833.7947627 861.7523781 2448.758189 1048.13648 3250.209828 606.844709 1991.56895 5117.888169 764.1748187 659.4708084 234.0765047 1002.088643 3317.637018 3342.305502 405.1113279 1934.009154 1259.189066 1411.037291 3479.900824 2140.128043 184.191348 313.5638424 633.7059472 505.4298299 473.6348948 221.4681684 743.8918429 605.2001434 608.4892746 838.7284596 2058.447951 71784.74056 2163.151962 624.3867421 660.5671855 885.3244851 423.2015495 623.8385536 2857.158648 2377.493679 996.0585693 1084.316924 135.9507568 457.1892387 605.7526991 534.4302039 3527.043942 1651.164615 500.234487 469.946852 1222.741134 1126.504616 3208.046754 1873.436775 1437.19713 1703.923721 2289.15899 3743.942489 184.1683609 829.9788998 840.2376149 645.8105389 738.1389745 920.8418047 3346.295152 480.6940774 1507.542604 671.2130714 1441.105212 1662.888861 514.401284 488.5102412 1320.443182 919.8647842 1622.342511 653.1381925 895.9277824 1790.390034 1378.575901 909.6060691 1028.314058 1127.481637 435.2626249 2103.036588 5191.886844 -0.977020482 579.3731461 1450.875416 632.6207624 796.7602034 1883.69549 668.7705202 725.4377082 1120.642493 1684.871822 853.9159016 518.3093659 868.5712089 511.4702226 3117.672359 1103.544635 678.540725 694.1730528 371.2677833 740.5815257 576.4420846 541.2693473 475.8089749 798.7142444 1062.509775 823.6282667 1819.700649 772.3346914 1113.31484 2242.262007 2055.162585 639.948416 4668.203865 1609.641245 1428.892456 841.7031456 1812.372995 527.5910605 1433.777558 1735.188377 882.7380059 517.3323454 847.5652685 8656.401474 897.3933131 929.1464788 911.5601101 1120.642493 818.254654 1253.028769 538.3382858 745.4666281 421.0958279 399.6013773 607.7067401 179.2832585 4684.324703 574.9765539 815.3235926 -0.488510241 473.854934 387.3886213 918.3992535 1034.176181 1382.972493 529.0565912 426.4694406 1303.833834 350.7503532 903.255436 564.7178388 701.5007064 521.2404274 1362.943573 2158.726756 631.1552317 403.5094592 1147.999067 2556.374092 659.0003154 1203.689234 521.7289376 697.1041142 2174.847594 527.1025503 1619.89996 78.65014884 144.1105212 371.2677833 479.7170569 494.3723641 613.0803527 395.2047851 691.7305016 461.6421779 -1.954040965 918.3992535 404.4864797 308.2499622 1348.776776 748.8861998 528.568081 3210.977816 470.4353623 615.5229039 347.3307815 3419.083178 308.7384724 381.5264984 2227.6067 1108.429737 1487.513685 397.1588261 639.948416 1007.796628 485.0906695 501.7000177 7745.329874 3754.689714 1667.285453 837.3065534 2640.397854 1367.340165 1244.235584 912.0486204 1045.900426 938.4281734 839.2605944 513.4242635 476.7859954 946.7328475 381.0379881 255.0023459 285.2899809 285.7784911 1139.205883 661.9313768 1103.544635 384.4575598 384.4575598 304.3418803 595.0054738 1321.420202 355.1469454 445.52134 1155.815231 702.4777269 888.1116185 344.3997201 590.6088816 385.4345803 337.0720664 358.5665171 288.7095526 698.0811347 535.4072244 441.1247478 953.0834806 589.9528692 289.5179514 574.2324375 1234.490571 428.3817651 260.6971598 785.1482301 367.6834314 685.148817 388.2073284 519.647605 1273.354972 1407.41532 938.8591183 520.5209623 725.7599324 377.290362 1079.032968 112.6630942 326.1989588 363.3166448 1388.638138 465.9361299 582.529332 387.3339711 -2.183393298 -0.43667866 -1.310035979 552.8351831 483.8399549 1667.239123 981.2169483 1356.760596 -4.366786597 418.7748346 497.3769934 4812.19883 1668.549159 1210.473245 1226.630355 465.0627726 2335.357472 572.4857228 2683.390364 1158.071805 2196.493658 1186.455918 2938.410701 2059.813238 1402.611855 767.6810837 279.0376635 469.4295591 719.6464311 2498.675291 524.0143916 384.2772205 421.8315852 499.9970653 1038.858531 534.0580008 1004.360917 533.1846435 645.8477377 653.2712749 876.41407 1107.417081 1298.245655 630.1273059 283.8411288 1970.294112 668.9917066 966.3698739 518.337569 2985.135318 9013.047536 237.9898695 246.7234427 540.6081807 575.1057948 535.3680368 1120.954119 580.3459387 664.62492 775.5412996 1702.173415 674.2318505 4667.221515 3297.360559 692.5723542 1968.984076 1076.849575 785.1482301 766.3710477 1334.053305 696.5024622 368.5567888 496.503636 731.8734336 219.2126872 489.0800988 427.9450865 622.26709 268.120697 362.4432875 338.8626399 493.4468854 1146.71816 296.9414886 296.5048099 483.8399549 436.6786597 1341.040164 1573.353211 972.0466964 994.3173081 271.6141263 676.8519225 249.7801933 521.8309983 293.0113806 371.1768607 299.5615605 495.6302787 528.8178569 331.002424 332.31246 328.3823521 406.9845108 101.7461277 739.2969708 1085.583148 406.9845108 506.9839239 624.0138047 86.46237462 336.6792466 193.0119676 283.8411288 368.1201101 282.5310928 206.549006 1373.354385 461.1326646 660.2581334 541.0448593 672.9218146 368.1201101 524.4510703 490.3901348 989.9505215 748.030544 449.7790195 1038.421853 782.0914795 623.1404474 1889.945239 561.5687563 551.5251472 1658.942228 1191.259384 8668.944752 872.483962 1097.81015 1660.688943 208.7323993 134.4970272 429.6918011 326.6356374 1198.682921 998.6840947 442.3554822 4151.504018 196.5053969 884.2742858 364.6266808 266.8106611 879.4708206 242.7933348 547.5950392 1365.494169 4353.686237 794.3184819 1234.92725 660.6948121 1374.227742 506.9839239 2684.7004 854.580137 420.9582279 253.2736226 330.5657454 1054.578963 503.9271733 337.5526039 1590.383679 658.9480974 4583.635273 1445.307181 2404.033819 1060.69902 325.9391194 1700.005321 888.416914 613.6967991 131.3069024 557.3558942 8335.660165 1537.501389 695.6472063 653.2751208 2541.393877 488.9086791 5649.456194 -0.931254627 771.5444584 589.4841788 753.3849931 401.8363715 647.687593 965.2454208 975.4892217 2590.284745 333.3891564 681.2127596 4540.331933 508.9306536 521.0369637 863.2730391 529.4182554 616.0249357 441.8803205 1332.625371 543.8527021 556.4246396 339.9079388 820.4353263 648.1532203 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2237.775254 870.3004109 412.8410963 2095.585327 3924.932276 670.744204 450.5949733 503.058153 320.6627993 497.3111101 457.9155422 -1.390431808 1178.622696 384.2226563 323.0436568 898.6824254 473.2102921 376.80702 582.1274504 1415.923058 968.2040158 1207.358287 905.6345844 422.2277924 660.9185862 2495.825096 3746.286769 981.1813793 393.4922017 464.8677012 0 334.1671112 405.5426107 499.6284964 4870.682624 2158.413644 182.1465669 324.8975658 338.8018839 840.2842894 832.8686531 421.7643151 472.7468148 378.6609291 719.3167221 -3.707818155 425.4721333 405.0791335 834.7225622 2023.541758 1098.441128 17327.09772 424.0817015 1024.748243 786.5209262 3797.269268 494.0667692 264.6455208 740.1731992 1406.653513 -0.463477269 1642.099965 1600.850488 360.1218383 2289.577711 2223.300461 1627.73217 1179.549651 1592.971375 1635.147806 962.6422885 1998.977463 554.7822915 2515.291141 599.2761093 818.0373805 1358.451877 490.358951 1812.196123 586.7622231 551.0744733 1383.016172 1535.500194 307.2854296 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1198.77808 435.9193018 29.34072224 298.1226956 541.231537 420.2010577 540.7075955 426.4883554 475.2149119 487.7895072 1876.75834 691.6027384 474.167029 105.3122352 310.6972908 427.5362383 341.6098375 626.6339963 779.1009637 1524.145732 140.940255 471.0233802 602.0087473 242.0609585 673.7887285 1232.834275 780.1488466 -6.287297622 2.095765874 241.537017 562.1891957 550.1385419 330.6070666 337.9422472 2273.382032 1105.516499 791.1516175 488.8373901 1288.372071 489.3613316 645.4958892 513.4626391 672.2169041 221.6272412 619.2988158 239.4412511 509.2711074 534.4202979 343.1816619 387.7166867 2346.209896 915.849687 846.6894131 2706.681626 674.31267 439.0629506 540.7075955 1383.729418 385.0969794 3850.445852 562.7131372 412.3419357 827.8275202 5110.525084 440.1108335 849.8330619 581.5242159 448.59017 1458.291463 2088.60795 5243.67555 1597.200073 10581.94836 437.6368029 1858.089361 1932.273529 850.3795898 1485.67488 1202.380977 643.2613759 3188.425581 2357.463324 1488.662162 5042.5319 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1 Alzheimer's Disease serum (PD vs. AD) sample 2 GSM734834 Public on Jul 13 2011 May 31 2011 Jul 13 2011 other 1 AD2 Homo sapiens UNK Female 8 sample type: serum Alzheimer's Disease other All serum (PD vs. AD) samples were purchased f... Alexa Fluor 647 standard Invitrogen protocol 9606 Probing and analysis of microarrays was perfor... Protein microarrays were scanned using a Genep... The GPR files were imported into Invitrogen's ... GPL13669 Robert,G,Nagele nagelero@rowan.edu 856-566-6083 Nagele NJISA UMDNJ-SOM 2 Medical Center Drive Stratford NJ 08084 USA ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM734n... 9480 Reanalyzed by: GSM735148 Reanalyzed by: GSM735279 Reanalyzed by: GSM735350 Reanalyzed by: GSM735425 Reanalyzed by: GSM735651 Reanalyzed by: GSM735738 NaN GSM734834 938.4454063 6746.887199 426.7446667 879.0252629 1986.400664 2042.383278 461.1199563 634.4696311 1739.88073 842.685671 695.8540768 677.6842809 1375.993735 2453.413527 360.9405409 1550.325561 945.8115398 -0.491075566 934.0257262 5237.811985 1870.997906 380.092488 356.0297852 -1.964302263 356.0297852 809.2925325 2192.161326 1.473226698 1376.484811 889.3378497 158.1263322 677.6842809 -3.437528961 515.6293441 -1.964302263 538.7098957 165.0013901 691.4343967 928.623895 864.7840715 758.7117492 432.6375735 753.8009936 812.2389859 738.0865755 445.4055382 1280.725076 820.5872705 508.7542862 564.7369007 562.2815229 333.4403092 344.2439717 732.1936687 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632.4125735 435.115287 728.8904642 356.4858061 415.8197089 598.6453118 431.7385609 308.7292502 316.4474815 342.9789014 873.6073002 623.7295633 547.0296402 39219.70974 416.7844878 148.5759517 471.7768855 1485.277127 882.2903104 555.2302609 1898.684889 4971.505707 384.4643944 511.3328207 389.7706784 487.213348 479.4951167 1190.537171 349.7323538 1270.131431 318.8594287 486.7309585 207.9098544 435.5976765 226.7230431 4580.287861 656.5320462 597.6805328 402.3128042 848.5230486 2960.424076 436.0800659 6181.820846 385.4291733 441.8687394 249.8777369 753.4923263 6494.409212 584.6560176 2737.077759 5016.367927 411.4782038 631.930184 1072.351755 612.1522164 331.4015545 806.5551662 621.3176161 504.5793683 477.0831695 559.0893766 437.5272343 349.7323538 134.5866575 610.2226586 543.6529141 2009.634463 474.6712222 380.6052788 431.7385609 373.369437 4.341505081 0.964778907 693.6760341 377.7109421 243.1242845 456.340423 633.3773524 588.9975227 138.9281626 414.3725405 346.838017 536.8994617 699.4647075 595.750975 325.6128811 334.2958913 287.0217248 395.0769624 850.4526065 705.253381 1109.495743 349.2499643 2232.016001 242.6418951 331.4015545 333.3311123 562.4661027 402.3128042 1246.011958 465.5058226 715.8659489 141.8224993 37.62637737 655.0848778 417.2668772 382.0524471 695.6055919 3907.354573 92.13638561 274.479599 373.8518264 381.0876682 791.6010931 764.5872837 411.9605933 150.9878989 241.1947267 420.161214 466.952991 693.6760341 322.2361549 318.3770393 483.3542324 439.9391816 444.2806866 -0.964778907 -3.376726174 1505.537484 719.7250646 418.7140456 3083.915776 231.0645482 181.3784345 120.1149739 -4.823894535 849.970217 945.9657182 318.8594287 369.9927108 1102.259901 1744.320264 409.0662565 377.7109421 263.867031 547.5120297 727.4432958 1098.400786 382.0524471 608.7754903 1078.140428 162.5652458 2763.609179 219.4872013 233.9588849 237.3356111 540.2761879 579.8321231 664.7326669 3670.983741 537.8642406 737.0910849 556.1950398 589.9623016 645.9194782 588.0327438 2308.715924 219.0048119 366.1335952 1485.759517 329.4719967 430.2913925 300.5286295 559.571766 779.5413568 3064.598154 290.4096239 1298.135726 228.2798502 730.4955207 1345.203736 503.6277108 338.8896746 790.742574 595.410331 442.9099774 428.3188942 507.3931516 526.6910359 529.9857966 1025.141266 379.3681635 1866.246611 621.7684168 430.2016147 407.1382896 2158.538955 398.6660477 831.691743 559.6386431 399.6074079 961.1287715 1021.375825 -0.470680104 950.3031291 -0.470680104 -1.412040311 1126.337488 -2.353400518 759.6776871 620.3563765 329.4760725 569.9936054 349.7153169 576.1124468 977.131895 637.7715403 0.470680104 385.0163247 842.5173854 463.619902 470.2094235 143.0867515 133.2024693 280.5253417 1413.923031 588.8208096 398.1953676 12717.7764 1701.037894 386.428365 905.5885192 322.4158709 398.1953676 602.9412127 2255.028376 457.5010607 995.9590991 481.976426 1690.682932 622.709777 40.0078088 874.9943125 945.596328 737.5557223 1357.912099 288.5269035 979.4852955 795.449375 2685.229991 780.3876117 336.0655939 409.4916901 409.4916901 3816.74496 3828.511962 396.7833273 388.3110854 461.7371816 402.9021686 443.3806576 1794.703235 260.7567774 345.0085159 311.1195485 442.4392973 344.5378358 604.353253 299.823226 425.9654937 192.9788425 694.7238329 931.4759249 347.8325965 295.1164249 620.8270566 258.4033769 303.1179867 149.2055928 436.7911361 1957.087871 391.6058462 852.8723476 328.5347123 445.263378 336.0655939 184.5066006 246.6363743 401.0194482 1235.535272 371.8372818 603.4118928 296.0577851 129.4370285 503.1570307 263.1101779 415.1398513 615.6495755 445.263378 362.8943598 321.4745107 397.7246875 322.886551 98.37214164 227.33849 291.8216642 161.9139556 681.54479 427.377534 50.83345118 1206.823786 4347.201436 327.122672 272.0530999 902.7644386 2853.733468 673.0725481 455.1476601 661.3055455 0 785.0944127 420.7880126 147.3228724 370.4252415 361.0116394 655.6573843 904.1764789 285.7028229 132.7317892 605.7652933 666.0123465 95.07738092 461.2665015 264.0515381 699.901314 508.8051919 174.6223184 444.7926979 332.7708332 294.1750647 507.8638317 949.832449 287.1148632 1092.9192 937.1240862 307.3541076 250.4018151 541.7527992 550.2250411 797.8027755 319.5917903 490.919348 91.78262019 304.530027 245.6950141 293.2337045 407.1382896 152.9710337 191.096122 617.5322959 196.7442833 2600.507572 383.1336043 228.7505303 545.9889201 586.467409 514.4533532 750.2640851 130.3783887 269.2290192 107.3150636 5358.222299 91.78262019 192.5081624 499.2022168 490.3196151 600.4638764 381.951874 2714.523086 363.0023237 698.1724953 3416.248622 532.3639299 570.2630306 711.7924847 518.7439406 652.5751398 371.8849254 1504.712732 98.30079239 -2.368693793 -2.368693793 831.4115212 705.2785767 575.0004181 533.5482768 6839.603326 1118.02347 429.9179233 166.4007389 283.6510817 322.1423558 465.4483302 191.8641972 232.7241651 451.8283409 1102.034787 1150.000836 698.1724953 1213.955569 -2.368693793 735.4794226 533.5482768 787.590686 2980.408964 522.2969813 516.3752468 393.2031696 373.0692723 528.2187157 894.1819067 917.2766712 591.5812747 280.6902144 566.7099899 2422.581576 570.2630306 900.1036412 102.4460065 1306.9268 1368.512839 531.7717564 1388.646736 1597.09179 480.8448399 1990.887133 3094.69844 3390.192991 667.379476 61786.19323 4388.597424 390.2423023 421.0353216 148.6355355 573.8160712 646.6534054 1825.670741 4443.077381 1119.79999 352.9353751 379.5831803 1036.895708 559.6039085 465.4483302 495.6491761 480.2526664 572.0395509 553.682174 432.8787906 223.8415634 429.3257499 505.7161247 1502.344038 487.3587478 1232.905119 681.5916388 561.3804288 833.780215 650.7986195 351.7510282 352.3432016 461.8952895 785.2219922 801.8028488 464.8561568 442.3535658 591.5812747 818.9758788 384.3205678 161.0711779 109.5520879 307.3380196 3977.036878 486.1744009 535.9169706 257.5954499 315.6284479 370.1084051 548.352613 805.3558895 126.1329445 332.8014779 243.9754606 146.8590151 585.0673668 875.2323563 766.2724419 2220.058257 326.8797434 435.8396578 52.70343688 482.6213602 36.12258034 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2 Alzheimer's Disease serum (PD vs. AD) sample 3 GSM734835 Public on Jul 13 2011 May 31 2011 Jul 13 2011 other 1 AD3 Homo sapiens 94 Male 8 sample type: serum Alzheimer's Disease other All serum (PD vs. AD) samples were purchased f... Alexa Fluor 647 standard Invitrogen protocol 9606 Probing and analysis of microarrays was perfor... Protein microarrays were scanned using a Genep... The GPR files were imported into Invitrogen's ... GPL13669 Robert,G,Nagele nagelero@rowan.edu 856-566-6083 Nagele NJISA UMDNJ-SOM 2 Medical Center Drive Stratford NJ 08084 USA ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM734n... 9480 Reanalyzed by: GSM735149 Reanalyzed by: GSM735280 Reanalyzed by: GSM735351 Reanalyzed by: GSM735426 Reanalyzed by: GSM735654 Reanalyzed by: GSM735741 NaN GSM734835 341.0215737 221.8839078 181.1052437 742.4115619 1023.864303 837.1619874 257.8650821 325.0299407 803.1797673 194.6981317 417.3816212 480.9483624 823.9688902 993.8799907 128.7326456 171.5102639 698.0347803 -2.398744949 419.7803662 5814.957548 1056.247359 229.0801427 399.7908249 -0.399790825 169.1115189 604.4837273 444.5673973 0.79958165 758.4031949 2928.068002 -0.79958165 281.0529499 -2.398744949 392.5945901 -2.798535774 504.1362302 1076.236901 419.7803662 852.7538295 537.7186595 385.798146 297.0445829 352.6155076 418.5809937 521.3272357 291.0477205 914.3216166 276.6552508 294.2460471 1047.851752 600.485819 444.1676065 171.9100547 269.0592252 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749.9192657 744.2344702 523.4749138 386.0923572 488.8924082 201.8102383 365.7218402 128.8553634 3978.409345 204.178903 134.5401588 406.9366072 468.9956241 323.0858744 773.6059134 1120.378435 1270.551782 484.6288116 1442.990577 4113.89697 552.8463569 315.0324142 1135.53789 410.7264708 488.4186752 218.3908916 486.0500105 724.3376862 670.3321295 698.7561067 389.8822209 395.5670163 1815.344679 1612.586974 1642.43215 957.8880323 363.3531755 543.8454308 728.1275498 1848.979718 440.5716469 646.6454818 239.7088746 617.7477716 467.1006923 274.7651131 1087.690862 604.0095159 3857.607442 12018.1313 1324.083606 352.4573175 -2.842397722 -1.894931815 -2.368664768 0.947465907 3515.572249 490.3136071 2682.275984 356.7209141 1516.892918 595.9560557 1101.429117 347.246255 310.2950847 1169.646663 403.1467436 333.5079994 94.74659074 365.2481073 318.8222778 1055.477021 1169.17293 170.5438633 250.6047325 208.9162326 202.7577042 333.9817323 4762.911116 920.463129 806.2934872 103.2737839 361.9319766 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3 Alzheimer's Disease serum (PD vs. AD) sample 4 GSM734836 Public on Jul 13 2011 May 31 2011 Jul 13 2011 other 1 AD4 Homo sapiens 83 Female 11 sample type: serum Alzheimer's Disease other All serum (PD vs. AD) samples were purchased f... Alexa Fluor 647 standard Invitrogen protocol 9606 Probing and analysis of microarrays was perfor... Protein microarrays were scanned using a Genep... The GPR files were imported into Invitrogen's ... GPL13669 Robert,G,Nagele nagelero@rowan.edu 856-566-6083 Nagele NJISA UMDNJ-SOM 2 Medical Center Drive Stratford NJ 08084 USA ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM734n... 9480 Reanalyzed by: GSM735150 Reanalyzed by: GSM735281 Reanalyzed by: GSM735352 Reanalyzed by: GSM735427 Reanalyzed by: GSM735653 Reanalyzed by: GSM735740 NaN GSM734836 895.0083056 1033.330868 349.8947582 1635.340642 1127.703651 2225.766753 455.851204 493.3277604 1385.610498 556.0158183 765.2031422 693.3162931 3099.992605 1953.891371 7647.261678 176.139815 1754.584231 -3.066263704 697.7453407 6423.481764 967.9172426 294.7020116 343.0808389 -4.76974354 343.0808389 445.971021 1197.205628 -1.362783868 2768.154733 880.699075 -2.725567737 381.9201791 -5.451135474 451.0814605 -7.495311277 752.9380873 1743.000568 1272.840133 922.604679 1377.433795 1600.248958 309.3519381 404.406113 518.8799579 961.4440192 421.4409113 1296.348155 639.8270263 664.3571359 547.1577232 574.0727046 460.9616435 269.831206 522.9683095 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0.772437919 1059.784825 439.9033949 414.0267246 3194.803233 514.0574352 944.3053561 1492.35006 9254.19249 1298.854361 900.6626137 2435.882978 479.6839478 323.6514881 427.1581693 260.3115787 281.1674026 320.9479554 324.810145 2244.704593 250.2698858 74.15404024 575.4662497 128.9971325 169.1639043 355.7076618 1526.337328 252.2009806 370.7702012 325.5825829 1505.481504 2815.149996 1308.896054 590.1425702 286.574468 349.1419394 705.6220391 2282.554051 633.0128747 571.9902791 1027.342432 322.1066123 338.3278086 592.459884 339.4864655 974.8166539 325.9688019 1061.329701 576.6249066 665.0690484 1372.622182 256.4493891 300.4783505 3173.94741 791.3626481 528.3475367 425.9995124 415.1853815 1674.25919 517.9196248 351.0730342 522.1680333 813.7633478 331.7620863 337.5553707 416.3440384 285.4158111 859.337185 685.1524343 660.0482019 446.0828983 420.9786659 256.0631702 239.4557549 2271.353701 1132.393989 683.6075584 204.6960486 504.0157422 472.7320065 1871.230859 3327.662556 272.6705854 437.5860812 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226.2293228 1776.586822 372.591744 890.8231319 2512.012815 832.2781634 603.1577311 600.989399 378.0125744 352.7153658 219.3629376 661.7026996 510.6422253 413.7900552 720.9704455 382.7106275 481.3697411 864.0803686 574.6080243 355.2450867 716.9951699 230.9273758 203.8232237 555.0930348 496.5480662 205.9915559 84.20356582 267.0662452 745.9062655 760.7232019 676.1582474 474.1419672 228.7590436 600.6280103 233.4570966 158.2882482 480.285575 681.9404665 370.4234119 725.6684986 173.1051847 128.2929865 262.3681922 668.5690848 4968.010383 183.2240681 584.7269077 533.4097131 374.0372988 514.9788897 517.5086105 385.2403483 526.9047166 299.9526164 2537.310024 273.209853 226.9521001 214.6648845 581.8357981 449.567536 516.0630557 776.9856932 378.0125744 1319.068735 490.7658471 3153.11636 1165.117151 292.3634539 3905.166233 189.7290646 184.3082342 1245.70683 968.88309 179.6101812 499.8005645 232.3729306 635.6827136 81.67384496 509.1966706 277.1851287 7523.389842 850.7089869 1900.181756 836.9762165 6802.419397 212.4965524 -12.64860431 409.4533909 380.5422953 847.0950999 215.3876619 474.1419672 119.2582692 147.4465874 778.7926367 460.7705855 374.7600762 307.541779 132.2682622 555.4544234 950.8136552 329.5864894 222.6154358 152.1446404 -0.361388695 517.1472218 602.7963424 225.8679341 333.2003763 246.105701 568.4644165 778.431248 72.2777389 80.95106757 251.8879201 918.2886727 1424.142117 182.9863269 508.1361992 359.885046 235.9843237 221.6605407 133.9273703 809.6518298 1630.404591 238.1328911 423.2677854 1520.469557 926.032566 958.2610776 773.8423725 467.3134179 2033.619081 380.6545312 1684.476872 570.4446549 812.5165864 1094.69511 -1.074283719 1388.690754 202.3234338 115.6645471 274.6585376 559.7018177 240.9976477 1051.723761 998.0095752 -1.790472865 758.0862112 431.5039606 507.0619155 470.8943636 724.0672268 1128.356 494.1705109 371.7021669 376.3573963 586.5589107 129.98833 411.0925699 299.3670631 2821.785236 220.2281625 243.1462151 618.0712332 1427.364968 111.7255068 638.8407184 4535.625863 527.1152116 283.2528073 487.366714 642.4216641 1830.937552 648.5092719 509.5685775 376.7154909 884.4935955 1071.418963 563.6408581 418.9706505 579.3970193 1210.359657 3091.072355 403.2144893 235.9843237 232.0452834 431.145866 5422.984215 950.0249024 1285.559517 650.2997447 521.743793 391.0392738 2522.418173 563.6408581 702.5815524 445.1115544 494.1705109 313.690846 253.8890523 300.7994414 625.2331246 1883.935549 441.1725141 1444.553508 279.313767 861.9336374 721.2024702 984.760076 368.8374103 123.5426277 212.3500818 1586.717053 179.4053811 551.4656426 -1.432378292 1883.935549 1214.298697 2793.13767 746.6271849 1366.130796 248.1595392 1033.102843 347.7098305 1536.941908 420.0449342 1341.064176 388.5326118 618.4293277 252.8147686 566.5056146 483.7857683 146.1025858 262.8414167 -2.506662012 331.5955747 420.0449342 279.6718616 110.2931285 412.1668536 618.7874223 77.34842779 437.9496629 327.2984398 1091.830353 2010.342933 3927.939372 392.8297467 2441.130705 182.6282323 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4 Alzheimer's Disease serum (PD vs. AD) sample 5 GSM734837 Public on Jul 13 2011 May 31 2011 Jul 13 2011 other 1 AD5 Homo sapiens UNK Male 12 sample type: serum Alzheimer's Disease other All serum (PD vs. AD) samples were purchased f... Alexa Fluor 647 standard Invitrogen protocol 9606 Probing and analysis of microarrays was perfor... Protein microarrays were scanned using a Genep... The GPR files were imported into Invitrogen's ... 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527.7704784 199.2866494 340.4345681 148.2537635 327.1918572 252.580486 301.9984071 404.7101649 3627.407956 154.4248391 397.0924435 259.3706992 920.8762856 1303.156551 324.2921622 185.9401124 840.8274915 447.8320335 272.607114 180.582516 467.3715029 454.4502409 690.4996379 1090.428456 279.2253214 1737.121864 572.317363 271.9768085 271.6616558 1654.867001 289.3102088 664.0268083 1092.634525 307.9042201 1346.017322 1066.792001 -1.260610932 1522.818006 -1.260610932 0.945458199 2307.863463 -0.630305466 660.875281 338.7891879 272.9222667 311.6860529 215.5644693 477.1412377 411.2743165 575.4688903 -2.206069131 206.1098873 823.4940912 213.0432475 271.3465031 75.32150317 108.7276929 123.5398713 1858.140513 432.7047023 215.5644693 13151.32355 705.9421218 268.8252812 1091.689067 311.3709001 223.7584404 326.8133841 2052.58975 888.4155541 460.1229901 236.9948552 2155.959846 564.4385447 57.67295013 456.0260046 486.2806669 649.8449353 435.8562297 203.9038182 1024.561535 572.317363 572.317363 677.2632231 260.6313101 311.0557474 186.8855706 1319.859646 3757.566035 330.9103696 254.9585609 192.2431671 218.0856912 309.164831 264.7282957 178.0612941 226.2796622 216.8250803 378.1832795 220.6069131 513.383802 204.5341237 241.7221462 196.0249999 468.6321139 586.1840833 376.9226686 172.7036976 455.0805464 116.6065112 153.4793809 110.3034565 343.2013262 1939.449918 358.3286573 406.8621782 303.1769291 235.4190915 248.970659 295.2981108 180.2673632 352.3407554 579.5658759 306.9587619 587.4446942 112.8246784 54.20627006 358.9589628 187.8310288 595.6386652 458.8623792 355.17713 206.1098873 103.0549437 275.7586413 303.1769291 73.74573951 150.6430063 265.6737539 115.0307475 576.4143485 278.2798632 1602.8668 748.4877407 682.3056668 177.1158359 68.38814305 910.1610927 3449.031509 644.4873389 294.3526526 335.0073551 0.945458199 2418.482073 309.4799837 76.5821141 286.4738342 184.049196 610.7659964 722.0149112 514.6444129 43.17592441 380.3893487 2051.013986 62.40024112 408.4379419 100.8488745 881.7973468 404.6561091 56.09718646 258.1100883 207.3704983 167.9764067 349.1892281 196.3401526 257.7949355 687.6632633 350.7649918 85.72154336 65.23661572 254.3282555 287.1041397 730.2088822 224.0735931 382.2802651 42.54561895 324.6073149 86.35184882 97.38219448 297.1890272 138.3520498 77.84272504 1149.046864 286.1586815 565.6991556 198.8613745 254.3282555 591.8568325 311.6860529 490.3776524 322.4012458 53.89111733 142.764188 51.36989547 806.1606908 48.84867361 82.2548633 329.8887415 365.5738217 551.1362388 254.1570713 3087.155939 389.7603761 417.5154385 1162.540613 365.9703226 542.0167183 555.8942495 436.1509804 625.6784064 379.054852 1786.633016 170.0988823 -0.793001782 1.189502674 809.258319 481.7485829 312.0462014 382.2268592 6350.754775 513.4686542 386.9848699 235.1250285 239.0900374 222.8335009 675.6375187 126.4837843 480.5590802 566.5997736 782.2962584 2092.731704 421.8769483 396.1043904 -3.568508021 553.1187433 388.5708734 491.2646043 816.3953351 505.5386363 377.0723476 297.7721693 215.2999839 346.5417789 948.033631 366.3668235 292.6176577 183.5799126 408.7924189 682.7745347 400.4659002 938.5176096 55.51012477 1167.298624 447.2530053 2245.781048 1581.642055 1911.927298 438.9264866 377.8653494 1879.414224 1990.434474 804.1038074 51847.64604 3855.574666 377.8653494 306.4951889 404.4309091 446.8565044 401.2589019 1465.467294 4435.258969 948.4301319 238.6935365 317.200713 883.0074848 667.311 395.7078895 388.5708734 356.4543012 413.9469305 519.0196666 302.1336791 270.8101087 262.0870891 425.4454563 900.453524 393.725385 877.4564723 470.6465579 752.9551925 871.508959 676.4305205 288.6526488 308.8741943 355.2647986 616.5588859 769.211729 370.7283333 393.3288841 845.3399001 4798.057285 348.1277825 248.2095579 65.02614616 504.7456346 739.4741622 692.687057 349.7137861 1833.420121 265.6555971 194.6819376 432.5824723 918.2960641 354.4717968 224.4195044 263.6730927 49.16611051 475.8010695 784.6752638 754.541196 1343.34502 219.2649929 282.7051355 41.63259358 410.7749233 17.44603921 344.9557754 256.1395757 823.5323511 412.7574278 965.8761711 1477.362321 1680.767278 1894.084757 132.0347968 230.3670178 711.3225989 252.9675686 1152.23159 208.1629679 2480.113075 438.1334848 481.352082 1941.268364 -0.793001782 918.692565 1429.782214 269.620606 1672.83726 285.4806417 272.3961123 2011.449021 544.3957237 3132.357041 414.7399322 471.8360606 4147.399322 490.0751016 373.9003404 134.0173012 348.5242834 9435.135208 2815.156328 315.6147094 478.9730766 462.7165401 881.0249803 869.5264545 760.0922085 123.7082781 59.0786328 427.4279608 134.0173012 274.7751176 212.1279768 241.8655437 403.2414064 761.2817112 457.5620285 1910.341294 51920.2057 979.3572014 356.0578003 648.6754581 480.5590802 150.6703387 472.2325615 647.0894545 2299.705169 368.7458289 783.882262 136.3963066 62.25063993 411.6364434 299.2755945 3162.357226 576.9976927 229.6684019 218.7149858 956.8338958 1087.214881 3926.623 1076.968137 997.4675362 1548.671701 3430.185916 2550.732605 372.4161471 965.3139599 348.7426349 526.8239803 416.5831474 426.1232195 1688.592758 225.0750338 632.8247812 356.5160269 1407.3373 991.4608241 98.58074481 1052.941289 888.2867113 375.2428351 1377.303739 411.9897794 1217.24253 1158.94209 1366.350323 1028.561104 653.3182694 350.1559789 266.0620102 2715.033846 5507.801613 1.060008009 369.942795 552.2641725 230.3750739 703.1386458 1937.69464 358.2827069 1501.324676 254.0485861 866.0265431 284.0821463 111.3008409 695.0119177 437.0766356 656.8516294 598.1978529 374.5361631 184.4413935 121.900921 7326.068684 509.8638522 187.6214175 306.6956505 448.7367237 302.1022825 458.2767958 833.8729668 358.2827069 400.6830273 576.9976927 401.3896993 330.3691627 1687.886086 939.5204317 748.7189901 346.6226188 1600.258757 403.8630513 822.9195507 2116.835993 525.0573003 337.7892188 552.2641725 13198.51305 909.4868715 396.4429953 678.7584616 687.9451976 452.2700837 702.4319738 291.8555384 469.9368839 278.0754343 179.8480255 304.5756345 179.1413535 788.9992945 1297.449803 244.155178 -0.706672006 278.4287703 -2.120016017 419.0564994 477.7102759 988.6341361 224.0150258 279.8421143 1671.985966 181.2613695 243.448506 453.3300917 430.0099155 161.4745533 455.8034437 1027.501096 339.2025628 290.0888584 526.4706443 2116.129321 329.6624907 781.9325744 305.9889785 396.0896592 1516.87146 588.3044448 881.9266632 19.78681616 150.5211372 331.7825067 269.9487062 404.9230593 560.7442366 237.7951299 441.3166676 155.4678413 -2.47335202 1944.408024 3740.061591 214.8282898 921.8536316 363.229411 260.7619701 661.7983334 196.1014816 264.2953302 149.4611292 298.9222585 280.5487863 137.0943691 1790.000191 1248.336098 841.2930229 155.4678413 334.2558587 926.4469996 277.0154263 162.1812253 384.7829072 1958.188128 932.4537116 709.4986938 2160.296322 348.3892989 656.4982934 264.2953302 627.1714051 3789.528631 584.7710848 183.3813855 313.4090346 575.9376847 288.6755144 82.68062468 216.2416338 142.7477452 831.7529508 105.6474649 1320.769979 198.5748336 102.4674408 156.1745133 214.8282898 907.0135194 232.4950899 251.9285701 611.624621 330.3691627 9201.929523 165.7145854 1229.255954 283.0221383 286.9088344 208.4682417 172.4279694 992.8741681 328.9558187 283.3754743 456.1567797 521.1468677 171.1888499 409.9688693 1105.778899 306.0553423 74.855641 581.7894123 168.3462306 277.3133029 257.7308146 394.4923865 899.5310784 535.3599641 598.845128 331.0072227 367.6454267 129.8129471 457.6617038 52.11468677 172.7680828 193.2981109 328.1646034 258.6783543 336.6924612 259.9417407 -0.94753976 -0.631693173 -2.526772692 156.9757535 299.7384106 1236.22354 869.8414992 672.7532292 1.263386346 331.9547624 293.1056323 362.2760347 585.895418 462.7152492 416.6016476 133.6031061 1149.681575 528.7271858 1127.256467 900.7944647 125.0752483 1077.03686 1007.234764 884.6862888 368.908813 250.4663431 100.4392145 355.0115632 473.1381866 2178.078061 351.8530974 98.2282884 114.3364643 210.9855198 302.5810299 209.4062869 258.9942009 217.9341447 295.0007118 399.2300853 601.0560541 756.1367281 758.3476542 277.9449961 147.5003559 623.7970083 323.7427512 743.8187112 295.9482516 483.5611239 3690.03567 86.5419647 108.9670723 352.4847905 222.6718435 259.9417407 1297.813624 372.6989721 347.4312452 347.4312452 1636.401165 365.4345006 3952.82003 1047.347281 567.8921625 3484.103696 413.7590283 581.1577192 449.7655392 454.8190846 286.7887005 174.0314692 409.9688693 492.7206749 134.2347993 314.5832002 167.3986908 382.4902163 408.0737898 264.3635929 175.2948555 514.5140894 838.5726872 141.4992708 138.3408049 231.5155479 162.660992 361.6443415 754.5574952 280.7876154 475.0332661 143.7101969 480.7185047 1763.687339 1186.951472 86.5419647 76.11902735 351.8530974 228.6729286 368.2771199 81.17257273 134.8664924 153.8172876 390.7022275 162.3451455 598.845128 461.4518629 585.2637248 489.8780557 2553.935498 31.26881206 156.3440603 148.1320491 162.660992 236.2532467 78.64580004 133.9189527 493.0365215 285.8411608 529.9905721 260.2575873 676.5433883 295.3165584 331.6389158 509.1446974 409.0213295 760.2427337 243.8335648 731.8165409 331.6389158 504.4069986 530.6222653 2746.28607 651.591508 1129.151547 739.0810124 1870.443485 540.7293561 3921.235371 1323.397197 71.06548196 77.06656711 164.8719182 153.8172876 996.1801338 679.3860076 268.1537519 2501.189119 38.21743697 1020.184474 195.509037 145.921123 466.5054083 167.3986908 373.0148187 481.0343512 758.9793474 1124.098001 501.5643794 315.2148933 302.5810299 251.7297294 2311.997013 318.6892058 285.5253142 117.4949302 204.9844346 336.6924612 167.0828443 93.17474302 1161.367899 476.2966524 2944.847542 979.7073993 1033.256205 746.9890037 197.3559766 821.7552611 640.2281767 358.6759644 53.54880595 329.3756743 5831.094504 2371.976354 186.5788585 455.670028 741.9372296 484.2967481 2381.406332 -2.357494601 261.3451158 309.8421476 343.8574269 160.9832028 303.4432337 890.4593894 597.456489 2650.497502 110.1286764 1171.338032 1918.663821 336.1113732 438.8307808 294.6868252 113.1597409 293.0029005 294.6868252 1147.763086 231.3712559 191.2938477 209.4802346 602.5082631 558.7262205 1026.520506 466.4471461 197.6927616 502.1463501 273.4693738 451.6286086 850.0451963 527.4052208 278.5211479 402.458007 299.4018144 166.0349769 307.1478681 1287.528837 289.971836 843.3094974 1163.255193 124.273644 2528.244568 110.1286764 537.1719842 488.6749524 104.7401173 657.0674239 715.3312191 129.6622031 822.092046 391.0073189 1223.876483 2523.192793 277.5107931 330.3860291 332.7435237 398.0798027 135.7243321 259.997976 585.332231 1284.497773 303.1064488 350.9299107 1941.228412 1339.393719 453.6493183 647.6374455 156.6049985 194.6616971 373.4945018 321.2928357 580.9540268 366.0852331 176.8120951 452.3021785 1666.075113 607.8968222 767.5328852 99.01477326 1284.497773 329.0388894 0.673569886 0 599.4771986 0.673569886 569.1665538 915.3814752 124.273644 307.821438 271.1118792 323.3135453 1222.192558 316.9146314 209.8170195 229.6873312 173.7810306 255.2829868 222.6148474 246.5265783 1614.547017 98.67798832 192.6409874 472.8460601 359.0127493 345.5413516 120.2322247 172.4338908 341.4999323 64.99949401 373.1577169 1735.452812 363.7277385 1030.898711 2341.328924 116.8643752 1191.208344 31.99456959 1198.954397 136.061117 235.7494601 178.1592349 217.5630732 155.5946437 182.2006542 314.8939218 327.6917496 149.5325147 184.8949337 379.2198459 1204.342956 321.6296206 109.4551065 445.2296947 111.1390312 247.8737181 543.2341131 276.5004382 321.2928357 932.8942923 224.972342 201.3973959 159.972848 560.0733603 694.7873375 122.2529343 4818.38218 1093.203925 760.7971864 251.9151374 52.87523606 146.1646653 213.5216539 889.1122497 157.9521383 183.211009 118.211515 434.7893615 53.54880595 463.0792967 194.6616971 213.184869 51.86488123 80.82838633 245.8530084 246.8633633 204.7652454 108.7815366 146.1646653 349.2459859 750.0200682 641.5753165 129.6622031 583.6483063 150.5428695 109.4551065 111.1390312 117.8747301 522.3534467 231.0344709 447.9239743 243.8322988 1576.930663 524.9934882 122.8625177 383.0190234 290.969645 331.1437381 479.7488785 113.8916037 364.2971159 347.9154469 612.7524294 2078.911807 2085.152443 558.146866 446.9855405 557.3667865 312.0317909 368.9775928 451.6660174 367.0273941 303.8409564 383.0190234 363.5170364 487.1596336 -4.680476864 1264.508833 177.0780413 0 296.4302014 194.2397898 13063.60097 1115.123613 309.6915525 475.8484812 268.7373799 307.7413538 607.6819128 270.6875786 324.9031023 1489.561762 510.9520576 671.64843 892.0208823 731.32451 1401.022741 445.8154213 323.7329831 1088.210871 344.0150495 170.4473658 138.4641072 359.2265993 681.0093837 1192.741521 4107.898527 461.4170108 2736.908846 427.4835536 471.1680043 4698.808732 408.7616461 331.5337779 404.471209 2138.587887 462.1970903 510.1719782 838.1953984 736.7850663 464.147289 3270.873248 522.2632101 519.9229716 1457.578503 1026.584592 416.5624409 1592.532253 5265.926512 1521.54502 2458.810512 767.2081659 743.0257021 341.6748111 783.589835 1870.630587 518.3628127 4899.289157 1632.316306 429.4337523 491.060031 424.7532754 415.7823614 309.6915525 249.6254327 354.1560827 233.6338035 182.148558 762.5276891 430.2138317 122.0824382 307.3513141 1977.891515 334.6540958 134.9537496 716.5029999 2011.044892 658.3870788 333.8740163 1203.662633 164.5967697 4696.858533 347.9154469 103.3605307 564.3875018 262.4967441 1099.131984 1734.896758 487.1596336 263.6668633 255.8660686 301.500718 1444.707192 162.2565313 389.6496989 633.4245356 376.7783875 303.4509167 254.6959493 659.5571981 495.7405078 157.9660942 718.8432383 97.8999744 75.6677093 538.6448791 59.67608001 86.58882198 234.4138829 60.06611975 438.4046662 240.6545187 339.7246124 437.6245868 548.0058328 341.6748111 983.2901811 557.7568263 228.9533266 143.1445841 882.2698888 244.1648764 701.6814898 204.3808231 1640.507141 533.1843227 1063.248328 331.1437381 319.8325857 328.8034997 2817.647072 357.2764006 1753.228625 1043.356301 1394.002026 125.2027561 83.46850407 306.1811948 142.7545443 94.77965649 960.2778366 437.234547 687.6400592 239.8744393 425.1433151 342.4548905 179.4182798 335.4341752 64.35655688 76.44778878 382.2389439 575.3086145 2699.855071 253.1357904 1866.730189 425.1433151 518.7528524 798.0213053 412.6620435 89.70913989 409.1516858 102.970491 111.941405 61.23623897 1295.321972 337.7744137 930.1764101 1001.145425 353.8115456 1278.820309 248.0470427 2018.48281 1976.797126 579.4654525 1032.151305 317.6380186 325.2172338 242.1903764 2803.620602 2251.026912 388.2625238 1701.189301 218.4192015 803.3968105 1261.25031 4259.174429 312.1258621 195.3370461 519.5207505 364.1468391 456.4754605 456.8199703 333.8299783 -1.722548908 -0.689019563 0.344509782 0 57.53313351 504.7068299 461.987617 490.5819289 500.5727126 151.5843039 452.3413431 1481.392061 364.1468391 389.9850727 602.2030981 928.798371 371.0370347 1411.112065 1855.529683 268.02861 370.3480151 253.5591992 244.2574351 408.2440911 815.7991626 214.6295939 333.4854685 4865.511644 136.0813637 141.93803 989.0875828 438.5609519 731.0497564 320.3940968 275.2633154 1734.95126 561.2064341 1012.514248 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1596.577696 556.2847009 785.7013842 1370.409391 1636.776372 283.0149172 702.8677499 2756.248577 822.2456346 481.9780584 346.3582846 2595.453875 458.8333665 388.5871962 105.9783262 242.8162417 451.5245164 164.4491269 139.6802461 317.9349787 170.9458825 317.5289315 513.6497421 668.7597828 189.2180078 240.3799584 415.3863132 873.8136324 983.0403365 474.6692083 1663.981536 404.423038 85.67596489 220.077597 2116.318147 247.6888084 612.7252655 417.0105021 364.2243626 1944.966217 617.5978322 390.2113851 1749.657501 1086.176332 170.9458825 1386.65128 826.7121541 275.7060671 563.593551 244.4404306 229.010636 248.9069501 1402.487122 649.6755631 445.0277607 1143.428991 1184.439761 821.0274929 375.5936849 85.26991766 441.7793829 343.9220012 1290.824134 287.0753895 1200.68165 344.3280485 350.8248041 95.01505111 318.7470732 101.917854 404.8290853 576.5870623 2162.607531 2596.672016 1526.331526 6825.653885 140.0862933 481.5720112 784.0771952 1428.880192 1002.530603 7328.746399 272.4576893 704.0858915 306.5656563 326.4619705 307.3777508 162.0128436 102.7299484 288.6995784 1953.671329 275.26662 636.446667 346.7465913 336.0933263 679.7470342 1254.336034 1557.094951 303.7898778 679.4033805 419.6011774 977.0074916 138.1487906 509.6384488 3096.319908 321.3162169 2536.508018 437.4711702 397.9509938 463.9325057 529.5703639 807.9298673 119.9351441 353.2760117 1122.37301 445.7188592 1023.744396 346.4029376 836.7967788 -2.749229663 1235.43508 1024.775357 602.0812963 614.4528297 1805.900235 435.0655942 233.6845214 702.7718327 498.6415302 127.4955256 721.6727866 415.4773329 1180.79414 331.9694818 401.3875308 337.1242875 395.2017641 358.0871636 130.2447553 158.7680131 914.8061705 3365.057108 59.79574518 156.7060908 303.4462241 456.3721241 1243.339115 225.0931787 625.7934021 720.2981718 287.2944998 624.4187873 5160.304078 1708.989889 191.4151153 1244.71373 498.2978765 280.7650794 1281.82833 549.8459327 1020.651512 406.5423365 574.2453459 530.2576713 1790.779472 287.6381535 159.1116668 2650.601049 761.192963 375.9571565 336.0933263 414.4463717 239.8702881 364.6165841 596.5828369 1317.224662 264.6133551 1201.413363 841.264277 4524.544718 476.9913466 665.3135785 320.9725632 1345.060613 152.9259 331.9694818 277.3285423 416.8519477 303.1025704 1712.77008 97.25399934 477.3350003 235.0591362 246.3997086 1043.676311 354.3069729 114.4366847 139.5234054 435.0655942 150.8639778 934.3944318 2297.668691 331.2821744 756.0381574 169.7649317 158.0807056 815.1465952 283.8579627 1250.212189 308.257376 539.8799751 8355.596254 334.0314041 219.9383731 337.1242875 617.5457131 -1.374614832 0.687307416 350.5267821 765.3168075 188.3222319 453.9665481 -1.030961124 0 726.8275922 651.2237765 763.9421927 331.2821744 374.2388879 345.7156302 263.582394 63.91958967 2817.960405 3815.587119 1389.048287 288.3254609 722.0164403 441.251361 536.443438 306.8827612 778.3756484 476.6476929 548.8149715 2096.974926 240.2139418 483.1771133 339.8735171 785.2487226 338.1552486 714.4560587 172.5141614 197.2572283 375.269849 1267.738528 293.8239203 1188.698176 618.9203279 184.8856949 211.0033767 316.8487187 223.0312564 707.2393309 2041.646679 100.6905364 156.3624371 1546.785339 214.09626 506.8892192 26.1176818 506.8892192 409.9788735 2013.467075 75.60381574 263.2387403 142.6162888 -1.030961124 192.1024227 143.9909036 695.8987585 1675.311826 240.5575955 100.003229 531.6322861 299.6660333 79.72766023 410.6661809 165.6410872 310.1879876 833.8461048 272.8825281 288.7718905 198.271609 126.7694782 270.8100026 163.7295169 33242.27323 1099.474794 1432.460562 367.5278606 454.5739329 861.8251995 2901.535742 2882.537591 208.9796576 715.7121496 432.121573 273.227949 468.3907697 750.2542418 253.5389565 -2.07252553 1056.297178 271.8462653 329.5315592 308.8063039 316.7509851 326.4227709 1209.318647 369.9458071 734.7103003 498.4423899 410.014634 1031.081451 214.5063923 347.4934472 222.7964944 322.9685617 80.82849566 312.6059341 715.3667287 169.6016725 756.1263974 96.71785806 2212.075582 547.4921608 694.9868943 771.324918 1012.428721 264.247005 550.2555281 568.562837 155.0939938 121.2427435 3700.148912 491.1885506 2498.084105 440.757096 207.9433948 446.6292517 1760.955858 523.3126963 276.6821582 245.9396962 522.2764335 1382.029107 179.9643002 423.8314708 281.1726302 184.1093512 480.480502 162.6932541 262.5199004 284.2814185 154.403152 287.3902068 271.5008444 1985.824878 392.7435879 456.3010375 209.3250785 482.2076066 214.5063923 570.6353625 330.2224011 549.5646863 221.4148108 894.2947661 339.8941869 283.2451557 228.6686501 854.2259392 841.0999442 237.6495941 158.8936239 206.5617111 2374.423415 1297.400982 345.4209216 591.3606178 139.5500523 1249.387474 399.6520063 182.3822466 241.1038033 385.8351695 245.5942753 2232.455416 2659.741097 2382.368096 259.4111121 312.2605131 74.61091907 364.0736514 255.9569029 179.6188792 385.4897485 627.9752355 149.5672591 733.6740375 356.819812 408.9783712 332.2949266 167.1837261 81.17391658 665.626116 855.2622019 185.4910349 385.8351695 572.3624671 305.6975156 1210.354909 197.2353462 134.3687385 582.7250948 198.9624509 239.3766987 407.5966875 1407.935677 97.75412082 242.8309079 478.4079765 334.7128731 316.7509851 418.3047361 157.8573612 76.6834446 103.6262765 2628.653214 1575.464824 912.6020749 1537.468522 1561.647987 380.9992766 235.2316476 -0.345420922 955.4342692 190.6723487 464.9365605 -2.07252553 33.5058294 240.4129615 627.2843937 423.140629 169.2562516 229.7049129 1502.92643 130.9145293 815.193375 691.878106 225.5598618 512.2592268 54.2310847 154.7485729 440.4116751 161.6569913 491.1885506 117.4431134 140.5863151 69.08418433 1150.942511 373.4000163 339.8941869 843.5178906 448.7017772 45225.96127 181.6914048 570.6353625 356.4743911 116.7522715 1672.528103 425.9039964 1255.950471 1912.941064 128.8420038 314.6784596 1873.029192 343.0957192 457.0269352 2141.581344 740.2273866 191.0789252 190.1023719 289.3852888 200.844458 1276.02962 266.2735278 781.2426243 278.9687204 375.6474952 2345.355462 242.8362491 450.8420978 18250.80426 222.9796657 478.5111074 765.6177718 235.6748583 274.085954 352.2102165 319.6584405 583.0023084 513.01599 -1.302071041 -1.627588801 -0.97655328 -0.97655328 681.308672 902.0097133 -1.627588801 3.906213122 316.0777451 258.1355838 435.2172453 465.490397 1270.495818 195.6361738 246.4169444 299.1508216 267.9011166 1046.865117 838.8592679 2510.718484 2929.659841 305.0101412 250.3231575 342.7702014 475.9069653 307.9398011 662.1031241 233.396234 217.7713815 2132.792364 685.8659206 193.0320318 218.0968993 0.65103552 170.2457886 99.93395236 167.9671642 228.5134676 79.10081571 399.7358094 239.2555537 514.318061 81.70495779 672.5196924 203.7741178 271.8073297 232.094163 253.5783351 552.7291567 1481.105809 347.0019323 1654.281257 324.2156891 550.7760502 742.8315286 251.2997108 -0.97655328 2023.418397 243.1617668 288.0832177 232.4196807 288.7342532 296.2211617 468.7455746 197.9147982 168.292682 1121.408684 352.5357342 338.5384705 348.3040033 308.9163544 403.9675403 555.007781 329.4239733 3153.941578 196.6127271 511.0628834 543.2891417 563.4712428 294.9190907 170.5713063 120.1160535 239.9065892 120.4415713 920.8897434 359.3716072 343.4212369 535.8022332 269.8542232 141.6002257 411.4544488 84.30909988 482.0918028 416.3372152 187.8237476 986.3188132 4942.336152 338.2129528 814.7709536 100.9105056 207.680331 16.27588801 134.7643527 197.5892804 117.1863936 172.1988951 52.40835938 94.7256682 226.2348433 153.6443828 216.4693105 3316.37494 1636.37778 139.9726369 346.3508968 3856.083387 165.0375044 1047.190634 239.2555537 296.2211617 412.4310021 305.0101412 684.5638496 2278.298803 313.473603 324.2156891 111.6525917 584.955415 256.507995 2.929659841 0 536.1277509 229.4900209 638.9913632 511.3884012 878.5724346 627.9237593 302.4059992 7382.091764 180.3368391 402.0144338 295.2446084 1093.088639 178.3837326 214.8417217 60.54630339 1672.835769 95.37670372 784.8233197 53.0593949 86.5877242 36.13247138 447.912438 860.0179223 55.98905474 715.162519 307.2887656 64.45251651 408.8503067 168.6181998 78.77529795 108.7229319 892.8952161 245.1148734 2055.319138 470.3731634 108.0718964 471.6752344 233.7217518 178.7092503 69.33528291 101.6354401 139.5591118 362.5503013 1734.249506 1300.402702 301.8724266 268.1203588 200.9954599 7459.206984 2026.261778 653.8040998 3238.681562 394.7854222 661.3888342 3246.645533 576.4398096 276.4635666 257.122494 398.1985527 346.6223592 797.5348155 645.4608921 1403.934326 547.2385824 626.4990562 97.84307295 312.8702914 391.7515285 518.7958286 657.596467 676.1790661 378.4782434 892.7232314 1788.859593 1822.611661 1852.192125 1.516946867 397.819316 1160.84359 370.8935091 272.6711994 317.421132 285.1860111 1080.824643 314.766475 421.7112291 382.2706106 661.7680709 4198.529692 515.0034615 774.4013758 290.4953251 3374.06907 360.6541177 291.2537985 12822.37263 512.3488045 467.9781086 667.4566216 1533.254046 -1.896183584 644.7024186 428.1582533 849.4902457 2228.015711 684.5222739 10551.50317 387.5799246 318.9380789 154.3493438 633.3253171 2074.804078 296.5631126 907.1342267 894.9986517 352.6901467 1143.777938 965.5366811 805.1195499 1782.412569 284.4275376 482.7683405 1766.863864 724.7213659 690.5900614 861.2465839 780.8484 1047.072575 963.2612608 2335.339702 461.5310844 721.3082354 300.7347165 2039.535063 2861.341029 267.7411221 284.8067743 241.1945519 198.3408029 252.5716534 312.111818 131.9743775 382.2706106 274.1881463 319.3173156 488.4568913 993.2209614 450.1539829 405.0248136 403.12863 225.2666098 4925.147242 615.8804282 1222.659175 1186.25245 219.1988223 1537.42565 659.1134139 89.12062846 1126.333049 375.8235864 299.2177696 3163.592692 1754.728289 2081.630339 208.2009575 359.5164076 211.9933247 149.7985032 232.0928707 1271.580712 415.6434417 623.4651625 385.683741 14.03175852 195.3069092 696.6578488 541.9292684 276.8428033 1709.219883 52.71390364 62.953295 100.49773 981.4646232 742.9247283 239.2983683 1319.364538 1174.496112 424.3658861 388.7176348 668.5943318 1343.256451 421.7112291 2229.153422 1171.462218 992.0832513 494.145442 501.7301764 -2.275420301 400.0947363 610.1918774 377.71977 -1.896183584 325.7643398 5421.947341 1134.676257 37550.12352 262.4318081 1648.162771 1099.786479 525.6220895 721.6874722 415.2642049 378.0990067 1326.570036 1014.837454 230.5759238 158.5209476 47.02535289 197.2030928 370.1350356 1133.15931 449.3955095 784.6407671 414.5057315 825.2190958 610.5711141 368.6180888 362.1710646 1390.281804 49663.70273 637.8761577 918.5113282 734.9607572 340.9338084 3806.398927 1546.527331 601.4694329 406.1625237 385.9754625 128.2833899 1223.193375 517.6347311 692.4302272 10092.75196 3133.940709 299.7030073 2893.128029 339.8384539 1148.924044 538.2651008 1442.250392 4285.490436 543.5164676 1008.262433 43.88642285 668.0488812 335.7123799 620.7865796 237.0617029 479.7498703 323.3341581 435.4883498 2909.632325 1601.291788 1131.294456 1887.866378 926.8662467 205.1784043 542.3911747 820.7136171 546.8923463 2195.821533 910.3619509 322.2088652 -1.125292894 341.3388444 308.3302528 491.0027992 466.6214532 576.1499615 528.88766 353.7170662 681.9274935 679.6769077 4171.085659 1127.918577 986.5067701 548.7678344 885.2304096 363.094507 96.77518885 556.6448847 1780.963553 943.3705425 243.8134603 320.7084747 518.3849263 332.7115989 282.0734187 1159.05168 197.6764516 1241.198062 381.4742909 560.395861 144.7876856 139.1612212 1106.538012 294.0765429 660.5469285 331.9614036 372.0968501 1088.533326 414.4828825 531.5133434 1187.184003 547.2674439 1878.113839 690.554739 1298.963097 869.4763091 635.4153872 4791.497141 2268.965571 433.9879593 2813.232234 392.3521222 231.0601408 195.0507682 1528.522847 610.283846 387.8509507 838.7183034 235.93641 963.6258145 1273.08136 20752.27645 249.4399247 1398.363969 0.375097631 273.0710755 685.3033722 2013.899182 180.4219606 13171.92842 361.2190188 382.2244862 809.4606881 295.2018358 235.1862148 97.52538411 1285.83468 986.1316724 1213.065739 399.4789772 1444.12588 5629.465249 384.0999743 173.6702032 994.7589179 175.920789 481.6253585 360.4688236 5084.823489 1612.169619 788.4552208 1130.54426 648.918902 58.8903281 76.8950144 600.5313075 497.7545566 366.4703857 501.8806305 275.3216613 323.7092557 366.8454833 1062.276492 412.2322967 309.8306434 1498.139939 148.1635643 154.5402241 2293.346917 942.2452496 395.7280009 1166.553633 403.2299535 7201.124324 5878.905174 244.1885579 794.8318805 846.9704512 1775.337088 661.6722214 657.9212451 1730.325373 933.6180041 736.6917477 3016.910248 139.5363188 149.2888572 580.6511331 1999.645472 1194.685955 785.0793421 304.2041789 61.51601152 477.4992845 149.6639548 195.4258659 698.4317893 2976.024606 51.76347311 220.5574071 707.0590348 53.63896126 280.5730281 611.4091389 228.809555 220.1823095 111.0288988 1009.012628 972.2530601 99.02577464 153.7900288 444.490693 406.9809298 161.667079 389.7264388 245.6889484 312.0812292 316.2073031 210.8048687 270.0702945 -1.125292894 736.31665 265.9442205 377.450812 311.705622 466.2235052 173.8743352 197.9030341 353.4221131 453.5416919 216.925754 640.4315723 586.0332678 357.4268963 500.5978939 531.6349634 563.0057647 215.9245582 2250.020667 1908.612904 158.5226664 1871.234928 234.2798144 174.541799 197.5693021 0.667463859 -6.007174727 441.1936105 318.3802605 -12.01434945 392.4687488 214.9233625 213.9221667 1711.377333 261.6458326 510.2761199 423.1720863 1403.676495 437.8562912 1784.798358 2291.737158 370.4424415 287.0094592 174.8755309 254.3037301 364.7689987 152.1817598 189.5597358 313.0405497 6403.314527 51.72844904 145.5071212 140.5011422 299.6912725 1411.018597 405.1505622 219.9293414 242.2893807 117.1399072 649.4423344 839.0020702 632.7557379 340.0728359 -2.002391576 2965.541924 175.2092629 592.7079064 459.2151347 589.3705871 259.3097091 289.0118508 298.6900767 1853.213403 622.74378 374.1134927 104.4580939 176.2104587 180.5489737 233.2786186 883.7221488 346.7474745 1487.776941 160.1913261 2723.252543 2474.288524 1658.98142 458.5476708 399.8108513 548.6552917 348.0824022 622.0763162 2580.749009 882.720953 436.1876316 369.1075138 370.7761734 292.3491701 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219.7293879 515.4610641 383.0214331 438.330029 269.3942496 811.5689893 453.0037381 258.8592789 408.9826107 619.3057749 275.7904818 375.1202051 315.2966217 129.8058884 1048.605829 3327.169482 338.6240567 1945.207081 325.4553434 2856.858292 784.1028158 849.5701334 1593.038062 324.3265966 1147.183054 401.4576317 383.0214331 5.643734279 209.9469152 468.8061941 297.236672 396.9426443 98.20097645 337.4953099 87.28975684 1410.93357 1006.089697 340.5053015 251.3342999 480.4699116 314.9203728 377.7539477 287.0779503 1454.954697 476.3311731 621.1870196 971.8510428 238.9180845 371.3577155 591.0871035 264.5030132 3660.902302 367.2189771 394.3089016 701.7042953 516.589811 335.6140651 362.3277407 481.5986585 833.7676774 4206.839531 374.7439561 472.5686836 460.1524682 1056.507057 769.0528577 391.6751589 624.1970112 261.1167726 237.4130887 600.1170783 72.61604772 123.0334073 116.2609261 417.6363366 172.6982689 67.72481134 358.5652512 1324.77256 213.7094047 249.8293041 208.4419194 497.7773634 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449.808733 792.3426393 1619.891303 394.7216598 193.8402275 796.898713 558.7403139 581.5206825 492.0559621 1.656754081 111.0025234 -2.899319642 -1.242565561 16.15335229 -0.828377041 443.1817167 1167.597439 668.0860832 540.1018305 986.5970553 735.598812 814.2946309 284.961702 363.2433323 117.2153512 257.2110711 923.6404002 955.5329163 201.2956209 256.7968826 341.7055292 545.9004697 968.786949 9406.635484 644.8915261 5113.571471 324.7237999 431.9986267 2546.016834 1583.028525 1114.581308 314.3690869 619.2118378 631.6374934 211.6503339 1532.497525 528.0903634 NaN

Eliminar el contenido de las columnas que no es últil

In [16]:
columns_to_process = ["Sample_diagnosis", "Sample_age", "Sample_gender", "Sample_mmse", "Sample_tissue"]

for col in columns_to_process:
    df[col] = df[col].astype(str).str.split(": ", n=1).str[-1]  # Usa [-1] para manejar casos sin ": "

df.head()
Out[16]:
Sample_ID Sample_geo_accession Sample_status Sample_submission_date Sample_last_update_date Sample_type Sample_channel_count Sample_source_name_ch1 Sample_organism_ch1 Sample_age Sample_gender Sample_mmse Sample_tissue Sample_diagnosis Sample_molecule_ch1 Sample_extract_protocol_ch1 Sample_label_ch1 Sample_label_protocol_ch1 Sample_taxid_ch1 Sample_hyb_protocol Sample_scan_protocol Sample_data_processing Sample_platform_id Sample_contact_name Sample_contact_email Sample_contact_phone Sample_contact_laboratory Sample_contact_department Sample_contact_institute Sample_contact_address Sample_contact_city Sample_contact_state Sample_contact_zip/postal_code Sample_contact_country Sample_supplementary_file Sample_data_row_count Sample_relation Sample_relation Sample_relation Sample_relation Sample_relation Sample_relation series_matrix_table_begin ID_REF 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 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9049 9050 9051 9052 9053 9054 9055 9056 9057 9058 9059 9060 9061 9062 9063 9064 9065 9066 9067 9068 9069 9070 9071 9072 9073 9074 9075 9076 9077 9078 9079 9080 9081 9082 9083 9084 9085 9086 9087 9088 9089 9090 9091 9092 9093 9094 9095 9096 9097 9098 9099 9100 9101 9102 9103 9104 9105 9106 9107 9108 9109 9110 9111 9112 9113 9114 9115 9116 9117 9118 9119 9120 9121 9122 9123 9124 9125 9126 9127 9128 9129 9130 9131 9132 9133 9134 9135 9136 9137 9138 9139 9140 9141 9142 9143 9144 9145 9146 9147 9148 9149 9150 9151 9152 9153 9154 9155 9156 9157 9158 9159 9160 9161 9162 9163 9164 9165 9166 9167 9168 9169 9170 9171 9172 9173 9174 9175 9176 9177 9178 9179 9180 9181 9182 9183 9184 9185 9186 9187 9188 9189 9190 9191 9192 9193 9194 9195 9196 9197 9198 9199 9200 9201 9202 9203 9204 9205 9206 9207 9208 9209 9210 9211 9212 9213 9214 9215 9216 9217 9218 9219 9220 9221 9222 9223 9224 9225 9226 9227 9228 9229 9230 9231 9232 9233 9234 9235 9236 9237 9238 9239 9240 9241 9242 9243 9244 9245 9246 9247 9248 9249 9250 9251 9252 9253 9254 9255 9256 9257 9258 9259 9260 9261 9262 9263 9264 9265 9266 9267 9268 9269 9270 9271 9272 9273 9274 9275 9276 9277 9278 9279 9280 9281 9282 9283 9284 9285 9286 9287 9288 9289 9290 9291 9292 9293 9294 9295 9296 9297 9298 9299 9300 9301 9302 9303 9304 9305 9306 9307 9308 9309 9310 9311 9312 9313 9314 9315 9316 9317 9318 9319 9320 9321 9322 9323 9324 9325 9326 9327 9328 9329 9330 9331 9332 9333 9334 9335 9336 9337 9338 9339 9340 9341 9342 9343 9344 9345 9346 9347 9348 9349 9350 9351 9352 9353 9354 9355 9356 9357 9358 9359 9360 9361 9362 9363 9364 9365 9366 9367 9368 9369 9370 9371 9372 9373 9374 9375 9376 9377 9378 9379 9380 9381 9382 9383 9384 9385 9386 9387 9388 9389 9390 9391 9392 9393 9394 9395 9396 9397 9398 9399 9400 9401 9402 9403 9404 9405 9406 9407 9408 9409 9410 9411 9412 9413 9414 9415 9416 9417 9418 9419 9420 9421 9422 9423 9424 9425 9426 9427 9428 9429 9430 9431 9432 9433 9434 9435 9436 9437 9438 9439 9440 9441 9442 9443 9444 9445 9446 9447 9448 9449 9450 9451 9452 9453 9454 9455 9456 9457 9458 9459 9460 9461 9462 9463 9464 9465 9466 9467 9468 9469 9470 9471 9472 9473 9474 9475 9476 9477 9478 9479 9480 series_matrix_table_end
0 Alzheimer's Disease serum (PD vs. AD) sample 1 GSM734833 Public on Jul 13 2011 May 31 2011 Jul 13 2011 other 1 AD1 Homo sapiens UNK Female 5 serum Alzheimer's Disease other All serum (PD vs. AD) samples were purchased f... Alexa Fluor 647 standard Invitrogen protocol 9606 Probing and analysis of microarrays was perfor... Protein microarrays were scanned using a Genep... The GPR files were imported into Invitrogen's ... GPL13669 Robert,G,Nagele nagelero@rowan.edu 856-566-6083 Nagele NJISA UMDNJ-SOM 2 Medical Center Drive Stratford NJ 08084 USA ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM734n... 9480 Reanalyzed by: GSM735147 Reanalyzed by: GSM735278 Reanalyzed by: GSM735349 Reanalyzed by: GSM735424 Reanalyzed by: GSM735650 Reanalyzed by: GSM735737 NaN GSM734833 7289.964133 2388.467919 747.3622496 4584.640077 4023.20919 1866.587224 481.4213031 586.8884819 1310.611536 595.5258801 1171.503964 1382.892922 13897.5738 1860.222826 389.1375217 641.8950708 1007.393397 -1.363799726 1151.046968 5111.521371 1852.040027 730.0874531 761.0002468 -1.363799726 622.3472747 1177.868363 2582.58208 1.818399634 1086.039181 931.9298124 -2.272999543 685.0820621 -3.636799268 890.5612208 -2.727599451 935.1120118 2149.348367 2306.639936 791.0038408 6942.195203 789.6400411 523.6990946 786.4578417 990.5732006 1227.419753 788.7308412 7143.582962 918.7464151 613.2552766 552.3388888 1232.420352 436.8705121 633.7122724 1499.725098 937.8396112 563.7038865 662.3520667 1398.803918 2839.431028 577.7964837 1608.829076 1305.156337 670.9894649 826.9172336 1550.640288 1352.889328 997.3921992 820.5528348 518.6984956 395.5019204 471.874705 3819.548431 2049.336388 644.1680703 1200.143758 3709.080653 964.2064059 3810.456433 972.3892043 1330.613932 658.2606675 1103.768578 1803.397837 516.880096 0 -0.909199817 695.0832601 1585.189881 630.5300731 2783.06064 1647.015468 1076.947183 1184.687362 1236.057151 2815.337233 2471.659703 1010.120997 983.754202 585.5246821 1585.644481 1404.713717 669.1710653 2184.80716 599.6172793 6237.565345 2517.119693 1185.141961 380.5001234 577.3418838 274.5783447 382.773123 1916.593214 761.0002468 2294.365738 -3.18219936 539.1554915 410.5037174 696.9016597 1062.399986 765.5462459 389.1375217 942.3856103 3260.845144 651.8962688 887.8336213 599.1626794 534.1548925 5597.943273 678.7176634 -1.818399634 858.7392272 460.9643072 1025.577394 386.4099222 293.6715409 1891.590219 606.8908778 622.8018746 690.537261 2117.980974 515.0616963 1847.948628 826.4626337 1838.40203 1255.150347 980.5720026 401.4117192 381.8639231 630.984673 3232.205349 1687.47486 831.4632326 1737.02625 685.536662 652.8054686 633.2576725 539.6100914 340.4953315 772.3652445 502.7874988 421.4141152 -5.000598994 642.8042706 465.9649062 683.2636625 2172.987563 410.0491175 2040.244389 1459.265706 913.2912162 546.8836899 444.1441106 322.3113351 507.3334979 568.2498856 719.1770552 465.0557064 6047.542583 223.2085551 913.7458161 344.1321307 267.3047462 2618.040873 3150.377366 338.2223319 570.5228852 632.3484727 747.3622496 407.321518 254.1213489 534.1548925 186.3859625 205.9337586 209.5705578 585.0700822 394.5927206 288.6709419 182.2945633 561.430887 424.6775854 882.4005349 426.9103802 907.4078375 304.5532211 405.4755494 829.2600169 1405.767654 2170.276619 785.0506783 915.892458 685.4680269 818.9891604 218.8138978 970.372653 4044.931197 592.1372011 -0.89311795 -2.679353851 2783.402092 1044.501443 964.1208274 853.3742015 448.3452111 821.2219553 557.75216 374.2164212 863.645058 727.8911295 366.6249186 419.3188777 591.6906421 2165.81103 1001.185222 554.6262471 1988.973675 433.6087649 250.966144 760.0433757 2984.353631 575.614519 343.8504109 1971.557875 2772.684677 393.4184571 350.9953545 764.9555244 498.3598163 515.3290573 1515.621162 934.201376 1200.350525 396.097811 731.0170423 324.201816 501.4857291 104.4948002 1946.104014 668.0522268 865.8778528 436.7346777 1093.176371 6417.945591 497.4666983 2882.538185 491.6614316 590.7975241 580.9732267 1153.461833 526.4930317 817.6494835 3897.120176 3293.372442 526.4930317 857.8397913 1460.247849 1475.430854 944.9187914 1506.243423 736.822309 999.8455454 454.5970367 554.1796882 459.9557444 673.8574935 342.064175 913.2131042 366.6249186 2393.109548 676.0902884 1187.846874 702.4372679 384.9338366 -0.89311795 -4.019030776 690.8267346 405.9221084 149.5972567 501.0391701 784.1575604 1702.282813 254.0920569 1426.755926 506.8444368 806.0389502 1281.624259 1808.563849 347.8694416 392.0787802 452.8108008 442.9865034 1036.90994 1839.376419 984.2159812 469.3334829 2961.579123 849.3551707 342.064175 355.0143852 536.3173292 327.7742878 1992.546147 322.862139 1694.244752 327.3277288 367.0714776 451.9176829 413.067052 262.1301184 592.58376 190.2341234 77.2547027 430.929411 367.9645955 399.2237238 1020.833817 2024.698393 315.2706365 66.09072832 254.5386158 670.2850217 580.0801087 1021.280376 512.2031445 440.7537085 665.372873 401.4565187 442.9865034 -1.786235901 -6.698384627 2485.100697 868.5572067 480.9440162 3746.629802 532.7448574 385.3803956 144.238549 0 2108.651481 864.9847349 380.4682468 329.1139647 1253.044484 2396.68202 376.0026571 400.1168417 62.07169755 558.6452779 1539.288787 2783.848651 484.516488 775.6729398 2110.884276 206.7568055 264.3629133 239.3556107 294.2823646 530.5120625 530.0655035 399.2237238 2215.825635 1333.4251 878.3815041 717.1737141 754.684668 1040.482412 1203.476438 681.0024371 2381.052456 325.9880519 468.4403649 534.5310933 380.4682468 609.1064421 398.7771648 879.2746221 1199.010848 2243.954712 384.7401962 803.902222 351.1898054 1249.207409 1921.086665 785.1662895 357.2898765 2747.210574 813.0523286 525.0418306 388.2259511 735.4942823 951.6110856 1138.534692 2017.380644 611.3142642 2603.423185 880.5888296 518.0703209 504.1273013 3097.96466 908.9105881 1244.414497 796.9307122 403.0404094 1017.404709 834.8382967 879.2816716 1857.035919 -3.921474254 0 2419.985334 0.435719362 831.7882612 654.0147617 471.4483492 588.2211381 442.2551519 750.3087405 1030.912009 631.3573549 -1.307158085 437.462239 755.5373729 582.121067 591.2711736 69.71509784 282.3461463 502.3844238 2420.856773 849.652755 481.0341751 1471.424284 2317.155565 476.2412621 2061.388299 552.9278698 553.3635891 1051.826539 2413.449543 427.4406937 559.0279408 730.7013693 2617.366205 2583.380094 162.0876025 1897.557819 894.9675686 1016.96899 193.4593965 488.8771236 8517.00636 1752.463272 799.109309 806.9522575 486.2628075 782.9876927 609.1356674 2623.901995 3772.458232 661.4219908 453.5838553 391.711706 431.7978873 834.8382967 601.2927189 284.0890237 368.6185799 324.6109243 671.8792555 441.8194326 719.8083852 336.3753471 470.5769104 247.9243167 1728.498707 2894.047999 409.1404805 347.2683311 1114.570127 328.0966792 378.6401252 266.2245299 618.7214934 2172.932456 443.9980294 806.5165382 376.4615284 536.370534 457.941049 273.1960397 332.8895922 3104.500451 1006.511725 578.1995927 767.737515 306.3107112 252.7172297 606.9570706 321.1251694 446.1766262 1249.643129 831.3525418 373.4114928 414.8048322 633.971671 318.9465726 257.945862 172.5448672 252.7172297 244.0028425 745.0801082 409.5761998 88.88674975 757.2802503 940.2823822 441.8194326 156.8589701 654.0147617 3789.015568 943.7681371 698.4581365 372.1043347 -0.871438723 1552.903804 471.4483492 308.0535886 402.60469 433.1050454 878.8459522 1201.27828 353.3684022 87.14387231 2502.772013 709.3511206 232.6741391 1065.769558 320.6894501 1854.857322 635.7145485 152.0660572 643.9932163 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2237.775254 870.3004109 412.8410963 2095.585327 3924.932276 670.744204 450.5949733 503.058153 320.6627993 497.3111101 457.9155422 -1.390431808 1178.622696 384.2226563 323.0436568 898.6824254 473.2102921 376.80702 582.1274504 1415.923058 968.2040158 1207.358287 905.6345844 422.2277924 660.9185862 2495.825096 3746.286769 981.1813793 393.4922017 464.8677012 0 334.1671112 405.5426107 499.6284964 4870.682624 2158.413644 182.1465669 324.8975658 338.8018839 840.2842894 832.8686531 421.7643151 472.7468148 378.6609291 719.3167221 -3.707818155 425.4721333 405.0791335 834.7225622 2023.541758 1098.441128 17327.09772 424.0817015 1024.748243 786.5209262 3797.269268 494.0667692 264.6455208 740.1731992 1406.653513 -0.463477269 1642.099965 1600.850488 360.1218383 2289.577711 2223.300461 1627.73217 1179.549651 1592.971375 1635.147806 962.6422885 1998.977463 554.7822915 2515.291141 599.2761093 818.0373805 1358.451877 490.358951 1812.196123 586.7622231 551.0744733 1383.016172 1535.500194 307.2854296 658.1377225 1459.489921 1142.934946 802.7426306 491.7493828 3022.335274 712.8280403 1441.414308 680.8481087 1328.789331 310.9932478 425.4721333 841.211244 716.9993358 40492.15512 867.6294483 543.658837 818.5008577 550.1475188 387.0035199 -0.463477269 -4.634772694 355.9505429 507.0441327 427.7895197 432.4242923 -3.244340886 808.7678351 304.504566 455.1346785 661.8455407 683.1654951 289.6732934 572.3944277 565.9057459 640.9890636 6658.777929 128.8466809 289.2098161 2742.395003 678.0672451 317.4819295 352.706202 152.4840216 368.9279064 367.0739974 3267.978226 1540.598443 724.8784493 305.4315205 1532.255853 140.8970899 104.2823856 179.8291805 237.3003619 388.3939518 95.4763175 893.5841754 80.64504487 357.804452 504.7267464 442.6207923 548.2936097 762.8835854 877.8259482 470.8929057 511.6789054 1254.632968 632.1829955 1169.816628 326.2879977 409.7139061 346.2175202 421.3008379 1598.533102 1114.199356 911.6597889 42533.30901 102.8919538 385.1496109 200.2221804 784.6670171 615.961291 1212.920014 408.7869516 420.3738833 649.3316544 450.0364286 393.0287244 519.0945417 343.9001339 357.3409747 1138.763651 496.8476328 144.6049081 1293.101582 475.5276784 664.6264043 376.3435427 317.4819295 411.104338 294.7715433 314.7010659 2220.519598 2652.94389 266.9629072 301.2602251 348.5349066 573.3213822 231.7386347 -1.390431808 155.2648852 -1.853909078 380.0513609 423.6182242 1007.136106 838.4303803 270.6707253 431.4973378 650.7220862 383.7591791 676.9323773 848.2612375 837.7824081 589.9580935 2913.114565 534.9442394 386.1448623 1309.853671 1109.184089 666.4535479 546.9948931 511.3668733 760.2390708 2202.125992 411.8179942 1053.122352 403.4349308 325.8915934 682.171792 970.3395997 516.606288 603.0566303 766.002427 1076.699718 1048.93082 1450.793926 -0.523941469 0 477.8346193 813.6811006 883.3653159 355.2323157 508.2232245 1079.319425 865.0273645 3726.795666 2323.156471 2211.556939 3249.484988 457.400902 302.8381688 589.9580935 1238.597632 546.4709517 552.7582493 439.0629506 453.7333117 1180.96407 529.1808832 718.3237533 521.8457026 356.8041401 555.9018981 585.7665618 614.5833426 454.7811947 3586.903293 1387.397009 5069.657649 1159.48247 1537.76821 437.4911262 995.4887902 953.0495312 3899.172409 1559.773752 542.8033614 371.4745012 2065.377269 652.3071283 580.0032056 4262.787788 176.5682749 338.9901301 156.6584991 369.3787353 333.7507154 2084.239162 587.8623277 657.546543 2605.036981 1565.013166 1108.660147 1807.074125 506.6514001 3051.435113 605.6763376 1183.059836 839.878174 651.2592454 537.0400052 606.2002791 633.4452354 465.260024 41282.92013 803.2022712 1102.896791 1226.023036 4089.887103 332.7028325 438.5390091 365.711145 381.9533305 260.3989099 587.3383862 369.3787353 939.9509945 499.840161 192.8104604 1419.357438 2084.239162 365.711145 934.7115798 512.9386977 326.9394764 225.2948315 633.4452354 805.2980371 2430.564472 618.7748743 780.1488466 499.3162195 858.2161254 441.682658 432.775653 1994.645171 475.2149119 9225.037436 1182.011953 598.341157 1198.77808 435.9193018 29.34072224 298.1226956 541.231537 420.2010577 540.7075955 426.4883554 475.2149119 487.7895072 1876.75834 691.6027384 474.167029 105.3122352 310.6972908 427.5362383 341.6098375 626.6339963 779.1009637 1524.145732 140.940255 471.0233802 602.0087473 242.0609585 673.7887285 1232.834275 780.1488466 -6.287297622 2.095765874 241.537017 562.1891957 550.1385419 330.6070666 337.9422472 2273.382032 1105.516499 791.1516175 488.8373901 1288.372071 489.3613316 645.4958892 513.4626391 672.2169041 221.6272412 619.2988158 239.4412511 509.2711074 534.4202979 343.1816619 387.7166867 2346.209896 915.849687 846.6894131 2706.681626 674.31267 439.0629506 540.7075955 1383.729418 385.0969794 3850.445852 562.7131372 412.3419357 827.8275202 5110.525084 440.1108335 849.8330619 581.5242159 448.59017 1458.291463 2088.60795 5243.67555 1597.200073 10581.94836 437.6368029 1858.089361 1932.273529 850.3795898 1485.67488 1202.380977 643.2613759 3188.425581 2357.463324 1488.662162 5042.5319 1662.422395 11175.4217 1228.768634 788.6424298 1722.665914 907.6358268 944.9768509 -0.497880322 1107.285836 1055.008402 859.3414356 1491.151564 0.497880322 752.2971664 748.8120041 795.6127544 605.4224714 811.5449247 2044.794482 619.8610007 442.1177258 493.8972793 2245.938132 938.0065264 1581.267902 1280.050308 4785.625654 2227.01868 1587.242466 852.371111 533.2298247 601.4394288 9525.944198 1382.613654 673.6320755 339.5543795 6054.722594 3985.034096 819.5110098 963.8963031 837.4347014 484.4375532 478.9608696 289.7663473 1126.205288 526.2595002 487.9227154 970.3687473 495.8888006 1030.612266 1944.222657 495.8888006 1138.652296 2134.91082 1227.274993 2287.760079 1985.048843 761.7568925 6170.728709 396.3127362 537.2128673 1395.060662 515.3061331 1182.963645 555.6344392 569.0772079 1569.816655 436.143162 620.8567614 1120.728605 962.4026622 532.7319444 1540.939596 807.0640018 495.3909203 2557.611213 586.5030192 1370.664526 531.2383034 393.3254543 726.4073896 442.6156061 421.2067523 642.2656152 -1.493640966 746.3226025 740.8459189 424.1940342 3967.608285 387.3508904 408.2618639 527.2552609 2724.401121 551.6513966 409.7555049 624.3419236 433.6537604 626.3334449 825.983454 359.4695924 426.1855555 1228.768634 1088.366384 1330.8341 1691.299453 827.477095 1296.480358 1551.395083 896.1845794 559.6174818 315.1582437 1046.046556 811.5449247 168.7814291 489.9142367 409.7555049 17.92369159 3561.337942 1549.901442 447.096529 341.5459008 719.4370651 259.3956477 371.9166004 800.0936773 1041.067753 612.3927959 2045.790243 448.0922897 1587.242466 494.8930399 457.5520158 348.5162253 1371.660287 443.6113668 857.8477946 1664.413916 899.1718613 410.7512655 459.0456568 1108.281596 723.4201077 1168.027235 1097.82611 453.5689732 615.3800778 741.3437993 607.4139927 -1.991521287 347.0225843 1191.42761 1185.950927 611.3970353 261.387169 1186.946687 0.497880322 928.5468003 509.3315693 344.5331827 834.9452998 985.305157 434.1516407 925.061638 406.768223 482.9439122 468.5053829 540.2001492 574.5538914 1116.745562 293.7493899 524.7658593 861.8308372 409.7555049 5939.71224 335.0734566 3880.977109 864.8181191 258.8977674 298.2303128 426.6834358 302.7112357 665.3027645 1092.188207 767.7758684 1377.980029 2833.201092 4717.367358 1980.460087 376.421301 848.6214829 1354.807719 1668.406314 3811.58751 3507.25784 761.5965857 1051.50793 1355.32266 769.8356293 1301.253937 2072.119446 1532.977036 793.0079392 1372.830627 4631.887281 2025.259886 -2.059760881 621.5328458 697.7439984 965.5129129 623.5926067 820.2997708 632.3465904 996.4093262 3469.667204 902.6902061 618.4432045 584.9720902 2030.409288 1551.514884 651.3993786 582.3973891 684.8704929 521.1195029 1279.626447 529.3585464 42.74003828 885.1822386 2115.889365 534.5079486 500.0069538 618.9581447 712.6772648 1536.066677 676.6314494 3517.556644 442.3336492 818.7549502 726.0657105 1373.345567 4520.660193 1779.118461 460.3565569 470.6553613 820.8147111 766.7459879 1720.930216 2291.99892 1673.555716 895.481043 682.2957918 678.17627 460.3565569 531.9332475 4275.548649 801.2469827 1911.458098 1770.879417 2661.211058 3300.251871 1037.089604 1170.974061 970.1473749 646.7649166 715.2519659 556.1354379 653.9740797 3878.014799 1157.070675 632.3465904 3246.698089 1660.16727 476.8346439 1589.62046 3912.000853 177.1394358 1296.619475 1108.666294 2593.753889 1342.449154 1315.672263 563.8595412 546.8665139 866.1294504 5270.928094 434.6095459 540.6872312 1120.509919 988.1702826 1369.226046 3794.594483 281.1573602 605.0547588 1684.884401 1409.906323 31453.06359 571.0687042 462.931258 529.8734866 542.7469921 578.7928075 914.0188909 424.3107415 381.5707032 1108.151354 1820.313679 615.3535632 6039.218903 423.7958013 2816.208064 486.1035679 305.8744908 285.276882 162.2061694 42.22509806 370.2420183 969.6324347 1559.238987 499.4920136 461.9013776 1539.671259 375.3914206 310.5089528 442.3336492 1372.830627 427.4003828 1298.164295 3398.090513 538.1125301 1128.234023 1924.331603 498.4621332 584.9720902 1145.22705 811.5457871 1041.209125 213.7001914 967.0577336 467.0507798 2336.283779 1557.694166 596.300775 254.3804688 203.9163272 474.2599428 4255.46598 432.0348448 666.332645 1117.420278 733.2748736 1290.955132 598.8754761 -3.089641321 481.9840461 414.0119371 1205.475056 860.465108 432.0348448 413.4969968 367.6673172 314.6284746 483.5288668 613.8087425 627.1971882 1823.91826 498.4621332 461.9013776 314.6284746 773.955151 1315.157322 1178.183224 7721.528602 612.7788621 317.7181159 305.8744908 563.3446009 426.3705024 411.437236 397.53385 299.180268 440.313718 1100.531532 3674.673268 1031.27438 1190.00975 562.1456423 974.1498675 1808.774378 6759.902454 921.0695686 3651.419042 677.40572 1538.823143 692.0659931 1695.536407 1859.327043 1002.45936 454.9739911 2541.78803 413.0152785 454.9739911 549.0019492 746.662872 -6.571846538 743.1241854 -3.03315994 762.839725 37461.54737 705.7152128 -0.505526657 -1.011053313 2532.183024 608.148568 794.1823777 905.3982422 470.6453174 387.7389457 623.8198944 328.0868002 2247.065989 761.323145 533.8361495 1217.813716 1037.846226 898.320869 552.0351092 1331.557214 408.9710653 419.5871251 405.9379054 3042.25942 1605.552662 1262.805589 347.2968132 386.2223657 709.7594261 2333.005521 1439.234392 2273.858902 117.2821844 545.9687893 761.8286717 4599.78705 665.7786069 672.8559801 673.8670334 389.7610523 1288.081921 1642.961634 395.8273722 429.6976582 531.8140429 784.0718446 383.1892058 381.6726258 1159.678151 322.0204803 445.8745112 801.7652776 472.667424 477.217164 533.3306229 371.5620927 414.5318585 821.4808172 395.3218456 2439.166119 926.6303618 1174.84395 556.5848491 334.1531201 709.7594261 539.3969427 861.9229497 504.5156034 1339.64564 509.0653433 530.2974629 587.4219751 587.4219751 336.1752267 290.6778276 498.9548102 528.2753563 558.6069557 519.1758765 340.7249666 5052.233407 1021.669373 824.0084505 1251.178475 360.9460329 962.0172278 493.8995436 2738.4379 737.0578655 457.5016243 197.6609228 717.8478526 708.2428461 296.2386208 229.5091022 341.2304933 6348.909282 536.8693094 411.4986986 116.7766577 395.8273722 322.0204803 517.6592965 419.5871251 108.1827045 500.9769168 96.55559144 596.5214549 367.0123528 570.7395954 445.3689846 216.3654091 1938.694729 585.9053952 303.8215207 419.0815984 1303.247721 1382.615406 307.8657339 630.3917409 304.3270474 521.1979831 1020.152793 488.3387504 366.0012995 1463.499671 819.9642372 414.5318585 200.1885561 655.1625471 302.3049407 442.3358246 2718.72236 503.5045501 558.101429 474.184004 1047.956759 2920.427496 338.70286 440.313718 931.6856284 273.9954479 1.011053313 795.193431 -1.011053313 351.8465531 277.5341345 338.1973334 407.4544853 143.0640439 635.4470075 499.9658635 595.004875 155.1966836 273.4899213 474.184004 519.1758765 540.407996 529.2864096 276.5230812 258.3241216 283.6004544 273.9954479 10338.02013 564.1677489 576.8059153 2656.542581 437.2805581 265.4014948 206.7604026 467.6121575 666.9256152 579.0735663 1044.582289 2783.945721 505.1492812 1677.224178 1081.544431 1677.224178 577.4665166 735.493068 202.4882591 6873.351461 1812.21635 1920.424362 1852.392592 2605.563207 1830.965263 835.6658311 1334.386914 662.6401494 697.459559 1068.688034 1498.841664 533.5404921 453.1880084 1184.395611 632.6418888 341.2302144 518.5413618 1380.455671 1065.473935 2168.445695 1675.617128 462.2946232 885.484371 10953.1149 62605.29851 663.1758326 1209.572722 943.3381593 602.6436282 995.8351154 737.6358009 977.6218857 537.8259579 631.0348391 669.6040313 751.0278815 2843.406559 778.347726 629.4277894 440.8672942 401.7624188 6441.590781 1609.728091 401.7624188 796.0252724 916.553998 1177.967412 1170.467847 5013.994986 1444.737658 1853.463959 983.5144012 864.057042 680.853379 1092.793779 1751.148463 3170.709009 1330.101448 -0.535683225 1678.831227 1473.128869 572.1096843 629.4277894 2250.405228 1019.94086 1150.647567 685.1388448 490.1501509 625.1423236 805.1318872 588.1801811 971.193687 578.0021998 917.6253645 540.5043741 1245.999181 1006.54878 1469.379086 481.0435361 2151.303832 903.1619174 1065.473935 854.4147439 264.6275132 1174.217629 2756.625876 3033.03842 1015.119711 479.9721696 434.9747787 377.1209904 53.5683225 1020.476544 314.4460531 -7.499565151 1589.907812 1222.42912 623.5352739 395.8699033 668.5326649 374.9782575 1001.191948 746.7424157 1640.797718 927.8033458 869.4138742 1949.886939 787.4543408 314.9817363 674.4251803 2184.516192 646.5696526 5588.783087 1265.283778 516.3986289 1662.225047 424.7967975 537.8259579 1257.784212 152.1340359 264.6275132 14.46344708 485.8646851 122.6714585 1849.178493 1226.178902 653.5335346 382.4778227 550.1466721 474.0796542 1692.223308 1759.183711 462.8303064 822.8094337 810.4887195 2585.207244 661.0330997 483.186269 578.0021998 2462.535786 2009.347777 654.604901 403.9051517 505.1492812 595.144063 2462.000102 1038.689773 1039.76114 1582.408247 333.194966 1008.691513 824.4164833 558.1819205 1163.503965 854.9504272 637.4630378 1752.755512 622.9995907 610.6788765 568.3599018 2366.648488 581.2162992 1210.644089 1992.741597 356.2293447 276.4125441 364.8002763 1940.780324 700.1379751 371.228475 725.3150867 354.0866118 791.7398066 2910.366962 730.671919 406.0478846 635.8559881 448.9025426 729.6005525 860.3072594 442.4743439 1218.679337 487.4717348 861.9143091 1256.177163 202.4882591 344.4443137 408.1906175 2231.747466 500.4328738 893.6686088 561.3036108 1766.867412 1963.48528 4006.156386 1788.953255 1189.942108 1071.432708 1233.036435 2548.490771 1940.322079 1592.874066 944.8431223 131.4376977 516.5932464 663.6526378 2405.740812 3979.76111 597.3951098 5464.36068 492.8913665 1038.034605 527.3668282 408.3187495 1050.962903 556.9941781 858.654468 95.88487786 564.5356854 -2.154716356 1309.528866 972.3157558 303.2763272 645.8762278 513.3611719 1438.811847 808.0186337 1045.576112 773.5431719 5174.55133 1294.98453 2228.515392 1109.140244 600.0885053 822.5629691 646.4149069 844.6488117 406.1640332 886.6657807 485.3498593 426.6338386 622.713027 824.7176854 688.970555 1091.902514 1095.134588 1715.692899 787.5488283 2010.88904 1402.720348 1180.784563 831.7205136 3323.111301 785.932791 595.7790725 636.7186833 1199.099652 700.2828158 4265.261028 2100.309768 716.4431885 752.5346875 1669.366497 1584.79388 2095.461657 1117.220431 1079.512895 3010.13875 1694.684414 3110.87174 2643.29829 612.4781243 446.0262858 3799.303615 1124.761938 579.0800208 1346.159044 1090.286476 1067.123276 558.0715363 2213.971056 589.8536026 375.4593251 -9.157544515 -2.154716356 -1.616037267 5884.530369 2150.406924 4244.791222 507.974381 2424.59458 1065.507238 2066.372986 845.1874908 446.5649649 2128.85976 560.2262527 909.2903024 461.1093003 610.862087 583.9281326 2070.143739 1821.274 458.4159048 513.899851 406.1640332 535.9856937 769.7724183 446.5649649 2671.848282 1959.714526 418.5536522 698.1280995 355.5281988 343.6772588 615.1715198 644.7988697 284.422559 576.3866253 903.9035115 408.8574286 474.0375984 623.7903852 504.2036274 448.7196812 7881.413753 1944.092833 864.579938 702.9762113 568.306439 423.401764 -2.154716356 853.8063562 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1 Alzheimer's Disease serum (PD vs. AD) sample 2 GSM734834 Public on Jul 13 2011 May 31 2011 Jul 13 2011 other 1 AD2 Homo sapiens UNK Female 8 serum Alzheimer's Disease other All serum (PD vs. AD) samples were purchased f... Alexa Fluor 647 standard Invitrogen protocol 9606 Probing and analysis of microarrays was perfor... Protein microarrays were scanned using a Genep... The GPR files were imported into Invitrogen's ... 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2 Alzheimer's Disease serum (PD vs. AD) sample 3 GSM734835 Public on Jul 13 2011 May 31 2011 Jul 13 2011 other 1 AD3 Homo sapiens 94 Male 8 serum Alzheimer's Disease other All serum (PD vs. AD) samples were purchased f... Alexa Fluor 647 standard Invitrogen protocol 9606 Probing and analysis of microarrays was perfor... Protein microarrays were scanned using a Genep... The GPR files were imported into Invitrogen's ... 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3 Alzheimer's Disease serum (PD vs. AD) sample 4 GSM734836 Public on Jul 13 2011 May 31 2011 Jul 13 2011 other 1 AD4 Homo sapiens 83 Female 11 serum Alzheimer's Disease other All serum (PD vs. AD) samples were purchased f... Alexa Fluor 647 standard Invitrogen protocol 9606 Probing and analysis of microarrays was perfor... Protein microarrays were scanned using a Genep... The GPR files were imported into Invitrogen's ... GPL13669 Robert,G,Nagele nagelero@rowan.edu 856-566-6083 Nagele NJISA UMDNJ-SOM 2 Medical Center Drive Stratford NJ 08084 USA ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM734n... 9480 Reanalyzed by: GSM735150 Reanalyzed by: GSM735281 Reanalyzed by: GSM735352 Reanalyzed by: GSM735427 Reanalyzed by: GSM735653 Reanalyzed by: GSM735740 NaN GSM734836 895.0083056 1033.330868 349.8947582 1635.340642 1127.703651 2225.766753 455.851204 493.3277604 1385.610498 556.0158183 765.2031422 693.3162931 3099.992605 1953.891371 7647.261678 176.139815 1754.584231 -3.066263704 697.7453407 6423.481764 967.9172426 294.7020116 343.0808389 -4.76974354 343.0808389 445.971021 1197.205628 -1.362783868 2768.154733 880.699075 -2.725567737 381.9201791 -5.451135474 451.0814605 -7.495311277 752.9380873 1743.000568 1272.840133 922.604679 1377.433795 1600.248958 309.3519381 404.406113 518.8799579 961.4440192 421.4409113 1296.348155 639.8270263 664.3571359 547.1577232 574.0727046 460.9616435 269.831206 522.9683095 517.5171741 245.3010963 884.4467306 964.169587 13314.0577 381.9201791 1279.313357 1491.90764 516.8357821 683.43611 1304.524858 651.7513851 479.6999217 867.4119323 271.1939898 234.0581294 267.1056382 1160.410464 2511.951366 417.6932557 1862.925548 4563.963176 1134.517571 35928.7746 603.7132537 23005.83588 560.1041699 813.5819695 820.3958888 349.5540623 -4.429047573 2.044175803 490.6021927 1208.107899 841.1783428 2588.948654 1161.091856 2223.722577 526.3752692 1090.908487 1588.324599 2133.438146 450.0593726 534.5519724 324.3425607 885.4688185 1352.903685 333.5413518 2941.228284 314.8030736 1109.646765 709.3290035 634.7165867 233.7174334 441.8826694 266.7649423 331.837872 486.513841 500.4823757 1675.542766 -5.110439507 158.7643207 152.6317933 721.2533624 1523.933061 547.4984192 272.8974697 949.5196604 4143.203656 589.7447191 570.325049 586.3377594 335.9262236 713.7580511 630.6282351 4.088351605 977.1160337 476.292962 340.3552712 100.1646143 692.6349012 2013.853862 236.4430012 392.8224501 372.0399961 343.4215349 1658.507968 1948.09954 254.4998874 568.6215691 374.4248679 651.7513851 820.0551929 139.3446506 370.6772122 2396.114737 347.5098865 3009.026782 1656.804488 429.9583105 166.9410239 382.6015711 608.4829973 600.987686 774.7426292 374.7655638 385.3271388 -6.132527408 616.3190045 326.3867365 825.8470243 1406.052256 118.2215006 571.0064409 866.7305404 464.7092992 382.2608751 390.7782743 82.10772808 228.266298 427.5734387 563.1704337 399.6363694 4521.035484 57.91831441 1786.268956 195.2187892 127.7609877 2272.101405 3619.213259 133.5528191 206.4617561 955.6521878 391.8003622 285.8439164 117.8808046 580.205232 174.7770311 132.8714272 83.81120791 507.977687 449.7186766 169.6665916 61.66597005 196.581573 219.2086923 663.3154628 222.8900596 634.1991937 416.99852 177.3749724 540.8263309 702.1371548 525.0968522 579.9826927 830.9850121 623.8244312 455.4855423 171.016247 402.9423901 414.9905014 327.3070245 -8.36674398 -5.354716147 1533.456837 1247.983532 2011.699923 966.5262646 329.9843826 806.21945 391.898288 143.5733267 1159.630716 335.3390987 150.9360614 153.9480892 513.3834106 724.5600287 524.7621825 465.8603048 1146.913265 349.3952286 346.7178705 609.7683013 1064.919174 401.2690413 78.64739342 609.0989618 4253.987309 330.6537221 568.2692511 191.765772 434.7360172 508.698034 1348.71913 580.986702 870.141374 158.2987961 335.3390987 107.7636625 373.826121 128.8478573 3128.827579 322.2869781 417.3331897 444.77611 1475.558968 13285.38543 312.5815551 1099.390159 426.703943 493.3032251 440.7600729 238.2848686 593.3694831 3621.126795 3784.110967 3851.044919 342.7018334 621.4817429 1387.875491 504.3473271 231.5914734 684.7343274 197.7898277 509.3673735 575.6319859 465.8603048 434.4013475 227.910106 253.6796775 564.9225536 411.3091341 2536.462105 305.2188204 291.1626905 494.9765739 810.9048266 -4.685376629 1.338679037 596.7161807 355.0846145 151.6054009 462.5136072 780.7845483 686.7423459 109.1023415 414.6558317 171.6855865 517.3994477 1214.516556 443.7721007 264.3891098 128.8478573 198.793837 896.2456152 4438.390347 566.9305721 644.5739563 296.8520764 3414.970223 144.9120057 369.4754142 366.1287166 495.9805832 222.8900596 10738.21389 488.9525182 725.564038 179.7176607 53.88183123 728.9107356 494.9765739 1123.821051 1026.097482 773.4218135 34.80565496 608.0949525 224.5634084 144.9120057 880.1814667 1946.773989 161.9801635 110.1063508 122.8238016 406.2890877 551.8704329 3706.467583 2266.04894 167.3348796 603.0749061 323.2909874 298.5254252 -4.35070687 -3.012027833 3269.054208 584.6680694 182.7296885 4130.494168 446.114789 172.354926 151.2707312 -7.697404462 604.0789154 1302.200033 386.8782417 357.7619726 989.9531478 1987.26903 354.7499448 497.9886017 106.4249834 619.4737243 622.1510824 2598.71068 246.9862823 588.0147669 1435.733267 104.7516346 88.01814667 140.2266291 335.004429 154.9520985 625.49778 793.1673293 3911.954815 5698.42199 290.8280208 848.7225094 432.0586591 505.0166667 466.1949746 2593.021294 4138.526242 329.6497128 177.7096421 814.9208637 225.232748 394.2409764 305.5534902 348.7258891 920.6765076 2473.913288 380.0996657 459.7769153 155.1093997 11505.1989 1509.296095 436.9186879 173.7225276 1242.507928 520.1879446 446.0619789 235.4397414 492.1049796 725.2588983 488.5129725 1136.380444 401.6517086 1648.07819 279.5234655 440.8372412 418.9586522 5285.148703 288.3402104 995.6390729 526.3923206 370.9563748 2617.593574 752.6887711 0 1179.811076 -5.224737673 -5.551283778 984.5365053 -3.265461046 2494.812239 521.494129 276.5845506 588.7626266 337.6486721 604.7633857 3553.47471 584.8440733 0.979638314 327.852289 642.3161877 291.2791253 442.7965178 147.9253854 108.4133067 948.6164338 2238.147001 716.1156074 162.6199601 1413.944633 1448.55852 249.1546778 2939.241487 559.0469311 960.3720936 400.6720703 1891.028492 3687.032067 1246.099935 376.1811125 14640.6946 772.2815374 44.08372412 643.6223722 238.7052025 1030.906052 226.6229966 456.8380003 400.6720703 436.5921418 653.4187553 1863.272073 299.769324 413.7339145 486.2271497 4090.643052 3437.550843 417.9790139 370.3032826 324.2602819 364.4254527 406.8764463 75.75869627 212.254968 318.7089981 305.9737 426.7957587 296.8304091 652.7656631 294.5445863 252.0935927 227.2760888 495.3704407 464.0220146 299.1162318 250.7874083 708.2785009 208.6629608 153.4766692 120.4955126 385.9774956 2117.324942 420.9179288 1572.64604 214.2142446 295.1976786 323.9337358 118.536236 170.7836127 4762.674935 8553.548664 425.1630282 535.8621576 173.7225276 80.33034173 435.6125035 174.0490737 372.2625592 502.2279089 471.532575 294.2180402 137.8024561 391.8553255 371.2829209 106.4540301 183.8454569 478.3900432 215.1938829 293.8914941 577.0069668 65.30922092 1731.673993 1992.257784 266.1350752 152.1704847 639.7038189 3345.464842 739.953473 359.2007151 375.2014742 -2.285822732 1483.498953 222.0513511 200.4993082 393.1615099 324.9133741 612.6004922 783.3841049 320.3417286 78.69761121 464.0220146 4057.008803 121.4751509 486.2271497 185.4781874 977.352491 982.5772287 170.4570666 694.2370184 319.6886364 241.6441174 454.5521776 271.3598129 295.5242247 750.0764022 657.3373085 309.239161 85.88162551 256.9917843 376.5076586 1087.398528 252.4201388 399.692432 291.6056714 158.7014068 164.9057828 182.8658186 370.6298287 183.8454569 150.5377542 371.9360131 257.3183304 637.7445423 271.0332668 194.6214783 1537.37906 282.1358344 283.7685649 501.9013628 115.2707749 190.0498329 77.06488068 1165.443047 68.57468196 80.00379563 500.3972173 516.4197883 563.2549958 305.2505193 2624.004127 388.2392203 5358.522911 1343.020118 243.214411 1202.10366 540.2482272 492.5913494 831.1195161 364.8216166 2017.61144 74.36116284 -3.28668123 0 426.4468896 547.2324248 464.2437238 541.0698975 3312.563845 840.9795598 396.4559234 202.1308957 207.4717527 295.8013107 514.7764477 278.1353991 323.7381012 330.3114636 714.4423324 1480.239059 623.2369283 628.1669501 -4.108351538 704.9931239 416.1760108 551.7516115 1621.155517 390.2933961 372.6274845 356.6049135 384.5417039 211.9909394 774.0134297 435.0744279 185.2866544 176.248281 442.8802958 4495.769088 295.8013107 1043.521291 368.1082978 3334.338108 85.86454714 553.8057873 3190.134969 2015.146429 521.3498102 481.4988002 3303.114636 1804.798831 699.6522669 53702.72796 4092.739802 371.394979 396.4559234 574.7583802 820.8486373 450.2753286 1384.925303 3497.850499 1205.390341 431.7877466 379.2008469 603.1060058 481.0879651 566.1308419 570.2391935 451.0969989 463.0112183 529.5665132 440.4152849 303.6071786 218.5643018 419.0518569 1555.421892 289.2279483 941.6341725 641.3136751 527.5123375 965.0517763 587.0834348 433.4310872 588.7267754 366.8757923 736.2165956 854.947955 506.9705798 365.2324517 890.6906134 679.1105092 479.8554596 456.848691 452.3295043 650.7628836 729.6432331 428.9119006 249.7877735 129.8239086 239.5168947 347.9773753 502.4513931 1149.51676 368.1082978 326.2031121 298.2663217 108.8713158 611.733544 828.24367 937.9366561 2051.710758 313.0563872 489.7155033 336.8848261 752.6500017 27.11512015 396.0450883 117.498854 664.3204437 544.7674139 1107.200739 1208.266187 857.412966 817.561956 416.1760108 533.2640296 696.7764208 294.5688053 1783.435403 331.5439691 2757.114717 375.0924954 267.8645203 1773.575359 -3.697516384 1126.920827 1433.814687 299.087992 674.5913225 297.4446513 338.9390019 3081.674489 569.4175232 3132.618048 1348.360975 655.2820703 4107.529868 546.4107545 249.3769383 244.8577517 434.6635927 2202.076424 2400.509804 317.5755739 689.3813881 155.7065233 833.1736919 1295.36324 528.7448429 282.6545858 138.0406117 524.2256562 161.0473803 225.9593346 142.9706335 349.2098807 413.7109999 4202.843623 307.7155302 2128.126097 53793.52253 756.7583533 414.121835 799.0743741 539.0157218 339.7606722 566.1308419 506.5597446 2213.579809 1874.640807 53762.29906 394.4017476 114.2121728 342.6787471 421.7584579 3568.838062 816.0586829 340.1159787 449.5828006 1382.796611 869.8768195 4020.251412 47929.26087 726.3617886 2447.443829 1432.95365 4390.022282 1169.354613 661.1942491 667.784225 6021.773538 358.7875771 581.3823187 713.5479466 725.6295691 821.1842197 555.0224151 478.5054727 3269.360268 1175.944589 183.420996 1067.942206 463.8610818 1582.326437 731.4873255 3766.537339 8741.969148 2002.620456 966.5297994 815.6925731 299.4777939 301.3083428 2821.608017 2115.016156 1.098329318 363.5470041 761.8744366 468.6205088 955.5465062 1303.35079 578.8195503 802.1465115 207.9503508 988.130276 409.3107257 210.1470094 623.1188328 489.8548756 719.405703 1903.038597 493.1498636 333.8921125 253.7140723 2135.518303 469.7188381 170.2410442 440.0639465 622.0205035 348.5365034 781.6443643 1057.325023 258.8396092 672.5436521 562.3446106 526.0997431 378.191395 3427.51969 612.8677592 1415.014271 2973.177462 2237.66293 819.7197806 2087.557923 1210.725018 848.6424527 25799.75567 443.7250443 3875.638052 1181.070126 303.8711112 1761.720225 1171.185162 1313.967974 705.8596414 536.3508167 538.5474753 250.4190844 213.4419974 522.0725356 132.8978474 939.0715665 1446.865821 446.2878127 598.9555878 967.6281287 419.5617993 567.4701474 514.7503401 810.9331461 26686.10743 532.689719 563.4429399 227.7202785 529.394731 567.8362571 1131.279197 183.7871058 6202.631766 1138.235283 481.4343508 130.7011888 902.4605892 2733.375561 252.2496333 838.391379 288.128391 796.2887552 1100.525976 455.440557 2583.636665 810.5670363 100.6801874 462.0305329 306.7999894 387.3441393 778.3493763 263.5990362 652.0415048 241.9985596 -5.85775636 649.8448462 12062.58478 204.2892531 1182.900675 410.7751647 313.0238555 1450.526919 89.33078449 1298.225253 150.8372263 281.1723053 166.9460563 144.9794699 4001.579813 2432.067219 1588.184193 286.6639519 568.5684767 1014.49018 410.7751647 230.6491567 667.4181153 4209.164054 2394.724022 1276.258667 2854.191786 620.5560644 771.0271809 365.377553 592.7317217 832.5336227 691.2152505 160.7221901 480.3360215 520.9742063 329.1326855 188.5465328 414.4362625 226.2558394 1054.030035 224.7914003 1211.823347 276.4128782 432.0095316 206.4859117 312.6577457 651.3092853 403.0868595 345.2415155 878.663454 370.5030898 1868.624279 247.4902062 1818.83335 352.5637109 371.9675289 183.420996 308.996648 1273.329789 516.2147792 444.8233736 794.8243161 328.2468374 89.99788663 487.952178 1240.661775 1141.827733 110.9428493 3778.274913 148.5783292 389.4454003 308.9381999 417.590194 495.152009 784.7815714 606.7493884 774.9636201 504.3154302 289.3022974 317.119826 51.70787668 195.0499652 274.9026355 279.1570811 324.3196569 519.0423571 469.9526007 -5.563505719 -3.599915465 1.963590254 420.5355793 214.6858677 1371.240527 919.2875038 956.2684536 7.527095973 442.1350721 372.1003531 458.1710592 802.7811487 601.8404128 676.4568424 243.4851915 1096.337892 881.979289 1097.974217 1116.301059 144.3238836 2241.11101 805.7265341 561.2595475 4346.734292 283.7387917 325.6287171 384.2091596 443.1168673 2452.196962 168.8687618 100.470368 106.0338737 245.7760468 368.1731726 422.8264346 384.2091596 247.739637 303.0474292 921.9056241 1464.183799 1504.764664 1723.704978 411.0448931 674.1659871 2707.79096 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1041.0301 529.5148384 449.3349031 296.5021283 973.9407658 1072.447544 3144.035261 785.7633665 1461.892944 1429.82097 87.37976629 58.58044257 116.5063551 211.4132173 1020.085137 853.5072303 394.354376 3001.347703 116.8336201 919.9420339 289.3022974 116.5063551 633.9123869 81.48899553 419.5537842 659.1117952 3244.178364 480.4250821 2388.053014 386.1727499 363.591462 381.9183043 8167.55366 408.4267728 422.4991696 146.942004 308.6109349 532.4602238 207.8133019 184.5774838 1168.990731 589.0770761 3940.460389 999.7714323 930.3283206 1446.091733 158.7769639 849.0205567 808.1921945 469.0027243 251.2514594 330.8144216 4755.980751 221.2408684 331.1633819 601.9566215 1346.986991 634.0609747 7509.277994 -5.234405405 340.2363513 457.8359927 411.7732252 184.6000306 395.0231279 685.707108 1102.714739 2479.71232 131.2090955 1354.664119 2072.12662 477.7267333 230.6627982 443.1796576 151.7977567 360.4760522 793.8848197 1225.199825 382.1115945 663.7226053 168.8968144 821.4526882 768.0617531 1038.157072 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0.772437919 1059.784825 439.9033949 414.0267246 3194.803233 514.0574352 944.3053561 1492.35006 9254.19249 1298.854361 900.6626137 2435.882978 479.6839478 323.6514881 427.1581693 260.3115787 281.1674026 320.9479554 324.810145 2244.704593 250.2698858 74.15404024 575.4662497 128.9971325 169.1639043 355.7076618 1526.337328 252.2009806 370.7702012 325.5825829 1505.481504 2815.149996 1308.896054 590.1425702 286.574468 349.1419394 705.6220391 2282.554051 633.0128747 571.9902791 1027.342432 322.1066123 338.3278086 592.459884 339.4864655 974.8166539 325.9688019 1061.329701 576.6249066 665.0690484 1372.622182 256.4493891 300.4783505 3173.94741 791.3626481 528.3475367 425.9995124 415.1853815 1674.25919 517.9196248 351.0730342 522.1680333 813.7633478 331.7620863 337.5553707 416.3440384 285.4158111 859.337185 685.1524343 660.0482019 446.0828983 420.9786659 256.0631702 239.4557549 2271.353701 1132.393989 683.6075584 204.6960486 504.0157422 472.7320065 1871.230859 3327.662556 272.6705854 437.5860812 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6802.419397 212.4965524 -12.64860431 409.4533909 380.5422953 847.0950999 215.3876619 474.1419672 119.2582692 147.4465874 778.7926367 460.7705855 374.7600762 307.541779 132.2682622 555.4544234 950.8136552 329.5864894 222.6154358 152.1446404 -0.361388695 517.1472218 602.7963424 225.8679341 333.2003763 246.105701 568.4644165 778.431248 72.2777389 80.95106757 251.8879201 918.2886727 1424.142117 182.9863269 508.1361992 359.885046 235.9843237 221.6605407 133.9273703 809.6518298 1630.404591 238.1328911 423.2677854 1520.469557 926.032566 958.2610776 773.8423725 467.3134179 2033.619081 380.6545312 1684.476872 570.4446549 812.5165864 1094.69511 -1.074283719 1388.690754 202.3234338 115.6645471 274.6585376 559.7018177 240.9976477 1051.723761 998.0095752 -1.790472865 758.0862112 431.5039606 507.0619155 470.8943636 724.0672268 1128.356 494.1705109 371.7021669 376.3573963 586.5589107 129.98833 411.0925699 299.3670631 2821.785236 220.2281625 243.1462151 618.0712332 1427.364968 111.7255068 638.8407184 4535.625863 527.1152116 283.2528073 487.366714 642.4216641 1830.937552 648.5092719 509.5685775 376.7154909 884.4935955 1071.418963 563.6408581 418.9706505 579.3970193 1210.359657 3091.072355 403.2144893 235.9843237 232.0452834 431.145866 5422.984215 950.0249024 1285.559517 650.2997447 521.743793 391.0392738 2522.418173 563.6408581 702.5815524 445.1115544 494.1705109 313.690846 253.8890523 300.7994414 625.2331246 1883.935549 441.1725141 1444.553508 279.313767 861.9336374 721.2024702 984.760076 368.8374103 123.5426277 212.3500818 1586.717053 179.4053811 551.4656426 -1.432378292 1883.935549 1214.298697 2793.13767 746.6271849 1366.130796 248.1595392 1033.102843 347.7098305 1536.941908 420.0449342 1341.064176 388.5326118 618.4293277 252.8147686 566.5056146 483.7857683 146.1025858 262.8414167 -2.506662012 331.5955747 420.0449342 279.6718616 110.2931285 412.1668536 618.7874223 77.34842779 437.9496629 327.2984398 1091.830353 2010.342933 3927.939372 392.8297467 2441.130705 182.6282323 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4 Alzheimer's Disease serum (PD vs. AD) sample 5 GSM734837 Public on Jul 13 2011 May 31 2011 Jul 13 2011 other 1 AD5 Homo sapiens UNK Male 12 serum Alzheimer's Disease other All serum (PD vs. AD) samples were purchased f... Alexa Fluor 647 standard Invitrogen protocol 9606 Probing and analysis of microarrays was perfor... Protein microarrays were scanned using a Genep... The GPR files were imported into Invitrogen's ... GPL13669 Robert,G,Nagele nagelero@rowan.edu 856-566-6083 Nagele NJISA UMDNJ-SOM 2 Medical Center Drive Stratford NJ 08084 USA ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM734n... 9480 Reanalyzed by: GSM735151 Reanalyzed by: GSM735282 Reanalyzed by: GSM735353 Reanalyzed by: GSM735428 Reanalyzed by: GSM735648 Reanalyzed by: GSM735735 NaN GSM734837 789.4701666 944.0103492 172.624672 589.2255471 1113.346932 1487.531459 272.2537684 321.9039122 872.6588181 819.3917764 408.3806526 546.8091991 2265.822123 1802.530385 251.5388078 244.9626298 458.3596053 -2.301662293 612.24217 5296.124937 775.6601928 206.4919886 228.8509937 -3.28808899 222.9324336 1079.479616 5560.158483 0.657617798 1083.425322 718.7762533 -1.315235596 239.0440696 -1.644044495 273.2401951 -0.657617798 333.7410325 1625.631197 373.8557182 849.6421951 664.522785 395.8859145 251.8676167 281.1316087 307.1075117 502.0911888 248.2507188 1125.184053 429.0956133 300.5313337 310.3956007 270.6097239 218.9867268 276.5282841 402.7909013 502.0911888 204.1903263 394.24187 339.0019749 2571.285591 538.5889766 11201.53276 1570.720111 404.7637547 415.6144484 1062.381553 544.5075368 312.3684541 654.9873269 171.3094364 115.7407325 207.8072242 1025.883765 1105.12671 436.329409 1008.456893 4309.040622 637.8892641 1952.138434 339.6595927 458.6884142 395.2282967 457.3731786 885.4823651 279.1587553 2.959280091 0.328808899 481.7050371 700.6917639 506.0368956 2324.021298 861.8081244 728.9693292 558.3175106 1678.240621 1757.812374 1860.400751 368.5947758 337.3579304 245.9490565 664.522785 1266.900688 227.2069492 2635.732135 138.0997376 966.0405454 1239.280741 180.8448945 112.1238346 247.593101 208.7936509 174.9263343 808.2122739 533.3280343 2310.211325 -4.603324587 251.5388078 43.07396578 608.6252721 396.2147234 394.24187 203.5327085 713.5153109 2454.558431 459.346032 519.5180605 349.5238597 191.3667792 1072.903438 360.7033623 -3.945706789 691.8139236 375.1709538 752.9723788 186.7634547 77.92770907 1773.595201 245.6202476 173.2822898 466.2510188 397.5299589 247.593101 1396.122585 294.6127735 1112.360505 553.714186 428.7668044 624.0792904 108.1781278 233.4543183 1453.335334 414.9568306 160.7875516 1023.582103 341.3036372 110.4797901 283.7620799 259.7590302 148.2928135 305.1346583 221.617198 237.0712162 -1.644044495 216.3562556 306.121085 446.193676 2027.76448 97.32743412 588.8967382 332.7546058 374.1845271 246.9354832 269.9521061 67.4058243 193.6684415 266.6640171 356.7576555 385.0352208 6146.42475 40.77230348 489.9252596 170.6518186 66.74820651 1353.377428 3193.392028 127.5778528 152.8961381 688.5258346 296.256818 224.576478 103.2459943 220.6307713 183.4753657 86.14793155 120.0152482 435.6717912 330.1241346 232.4678916 82.53103366 288.0365956 91.08401157 709.2925156 191.5348187 409.2320662 66.21355451 209.2994308 282.9418232 478.6755502 803.6064567 604.3198072 870.78899 420.8598123 334.620695 216.0822828 336.2356597 895.98244 205.1005225 -1.614964744 -1.614964744 1219.621375 458.3269944 1285.188943 565.8836463 139.2099609 330.7447796 230.2939725 124.6752782 637.588081 356.5842155 77.84130067 208.007459 198.3176706 532.6153726 399.8652706 270.6680911 1656.953827 198.3176706 139.2099609 361.4291097 1107.542822 305.8743225 83.00918785 676.9932207 3261.259804 147.6077776 554.5788931 650.184806 255.1644296 276.1589712 1696.035974 372.087877 1494.811367 107.8796449 270.6680911 118.8614052 254.8414366 612.071638 1609.796857 266.1461898 288.1097103 260.0093238 582.0332938 4315.831782 339.4655892 415.6919251 217.3742546 224.8030924 297.4765059 361.7521027 529.7084361 287.7867174 4253.817136 2880.451118 275.1899924 470.6007264 1079.442435 625.6373419 443.7923117 941.5244458 303.2903789 372.087877 268.7301334 341.4035469 247.4125988 345.6024552 154.7136225 536.8142809 208.9764379 2273.224374 312.6571745 269.6991123 179.2610866 346.5714341 -1.614964744 -0.645985898 500.9620636 237.7228103 106.9106661 291.0166469 470.6007264 373.3798488 122.4143276 389.2065033 125.6442571 1084.610322 421.1828053 468.3397758 178.9380936 90.11503272 191.5348187 231.9089373 616.2705463 1049.081098 605.2887861 159.8815097 2634.007498 3722.493735 395.3433694 251.6115071 607.2267438 167.3103475 5073.57324 257.7483732 252.257493 592.0460752 22.28651347 284.5567879 512.5898098 350.1243565 464.7868534 148.5767565 42.63506924 437.6554457 193.4727763 182.1680231 761.9403663 1041.329267 102.0657718 134.0420738 80.42524426 291.6626328 324.6079136 569.4365688 265.8231969 118.8614052 519.0496688 235.4618597 191.2118257 -2.583943591 -1.291971795 843.3345894 476.0916066 361.4291097 2941.173792 1308.121443 179.9070725 293.6005905 -1.291971795 527.1244925 1389.515666 193.1497834 230.6169655 574.9274489 1615.61073 270.6680911 186.0439385 75.58035002 357.2302014 367.8889687 1789.380936 145.9928129 501.9310425 578.8033643 126.6132359 105.2957013 178.2921077 214.467318 329.7758007 365.951011 235.4618597 634.3581515 596.5679765 388.5605174 440.5623822 333.0057302 469.9547405 314.9181251 1600.430061 4310.986888 527.7704784 199.2866494 340.4345681 148.2537635 327.1918572 252.580486 301.9984071 404.7101649 3627.407956 154.4248391 397.0924435 259.3706992 920.8762856 1303.156551 324.2921622 185.9401124 840.8274915 447.8320335 272.607114 180.582516 467.3715029 454.4502409 690.4996379 1090.428456 279.2253214 1737.121864 572.317363 271.9768085 271.6616558 1654.867001 289.3102088 664.0268083 1092.634525 307.9042201 1346.017322 1066.792001 -1.260610932 1522.818006 -1.260610932 0.945458199 2307.863463 -0.630305466 660.875281 338.7891879 272.9222667 311.6860529 215.5644693 477.1412377 411.2743165 575.4688903 -2.206069131 206.1098873 823.4940912 213.0432475 271.3465031 75.32150317 108.7276929 123.5398713 1858.140513 432.7047023 215.5644693 13151.32355 705.9421218 268.8252812 1091.689067 311.3709001 223.7584404 326.8133841 2052.58975 888.4155541 460.1229901 236.9948552 2155.959846 564.4385447 57.67295013 456.0260046 486.2806669 649.8449353 435.8562297 203.9038182 1024.561535 572.317363 572.317363 677.2632231 260.6313101 311.0557474 186.8855706 1319.859646 3757.566035 330.9103696 254.9585609 192.2431671 218.0856912 309.164831 264.7282957 178.0612941 226.2796622 216.8250803 378.1832795 220.6069131 513.383802 204.5341237 241.7221462 196.0249999 468.6321139 586.1840833 376.9226686 172.7036976 455.0805464 116.6065112 153.4793809 110.3034565 343.2013262 1939.449918 358.3286573 406.8621782 303.1769291 235.4190915 248.970659 295.2981108 180.2673632 352.3407554 579.5658759 306.9587619 587.4446942 112.8246784 54.20627006 358.9589628 187.8310288 595.6386652 458.8623792 355.17713 206.1098873 103.0549437 275.7586413 303.1769291 73.74573951 150.6430063 265.6737539 115.0307475 576.4143485 278.2798632 1602.8668 748.4877407 682.3056668 177.1158359 68.38814305 910.1610927 3449.031509 644.4873389 294.3526526 335.0073551 0.945458199 2418.482073 309.4799837 76.5821141 286.4738342 184.049196 610.7659964 722.0149112 514.6444129 43.17592441 380.3893487 2051.013986 62.40024112 408.4379419 100.8488745 881.7973468 404.6561091 56.09718646 258.1100883 207.3704983 167.9764067 349.1892281 196.3401526 257.7949355 687.6632633 350.7649918 85.72154336 65.23661572 254.3282555 287.1041397 730.2088822 224.0735931 382.2802651 42.54561895 324.6073149 86.35184882 97.38219448 297.1890272 138.3520498 77.84272504 1149.046864 286.1586815 565.6991556 198.8613745 254.3282555 591.8568325 311.6860529 490.3776524 322.4012458 53.89111733 142.764188 51.36989547 806.1606908 48.84867361 82.2548633 329.8887415 365.5738217 551.1362388 254.1570713 3087.155939 389.7603761 417.5154385 1162.540613 365.9703226 542.0167183 555.8942495 436.1509804 625.6784064 379.054852 1786.633016 170.0988823 -0.793001782 1.189502674 809.258319 481.7485829 312.0462014 382.2268592 6350.754775 513.4686542 386.9848699 235.1250285 239.0900374 222.8335009 675.6375187 126.4837843 480.5590802 566.5997736 782.2962584 2092.731704 421.8769483 396.1043904 -3.568508021 553.1187433 388.5708734 491.2646043 816.3953351 505.5386363 377.0723476 297.7721693 215.2999839 346.5417789 948.033631 366.3668235 292.6176577 183.5799126 408.7924189 682.7745347 400.4659002 938.5176096 55.51012477 1167.298624 447.2530053 2245.781048 1581.642055 1911.927298 438.9264866 377.8653494 1879.414224 1990.434474 804.1038074 51847.64604 3855.574666 377.8653494 306.4951889 404.4309091 446.8565044 401.2589019 1465.467294 4435.258969 948.4301319 238.6935365 317.200713 883.0074848 667.311 395.7078895 388.5708734 356.4543012 413.9469305 519.0196666 302.1336791 270.8101087 262.0870891 425.4454563 900.453524 393.725385 877.4564723 470.6465579 752.9551925 871.508959 676.4305205 288.6526488 308.8741943 355.2647986 616.5588859 769.211729 370.7283333 393.3288841 845.3399001 4798.057285 348.1277825 248.2095579 65.02614616 504.7456346 739.4741622 692.687057 349.7137861 1833.420121 265.6555971 194.6819376 432.5824723 918.2960641 354.4717968 224.4195044 263.6730927 49.16611051 475.8010695 784.6752638 754.541196 1343.34502 219.2649929 282.7051355 41.63259358 410.7749233 17.44603921 344.9557754 256.1395757 823.5323511 412.7574278 965.8761711 1477.362321 1680.767278 1894.084757 132.0347968 230.3670178 711.3225989 252.9675686 1152.23159 208.1629679 2480.113075 438.1334848 481.352082 1941.268364 -0.793001782 918.692565 1429.782214 269.620606 1672.83726 285.4806417 272.3961123 2011.449021 544.3957237 3132.357041 414.7399322 471.8360606 4147.399322 490.0751016 373.9003404 134.0173012 348.5242834 9435.135208 2815.156328 315.6147094 478.9730766 462.7165401 881.0249803 869.5264545 760.0922085 123.7082781 59.0786328 427.4279608 134.0173012 274.7751176 212.1279768 241.8655437 403.2414064 761.2817112 457.5620285 1910.341294 51920.2057 979.3572014 356.0578003 648.6754581 480.5590802 150.6703387 472.2325615 647.0894545 2299.705169 368.7458289 783.882262 136.3963066 62.25063993 411.6364434 299.2755945 3162.357226 576.9976927 229.6684019 218.7149858 956.8338958 1087.214881 3926.623 1076.968137 997.4675362 1548.671701 3430.185916 2550.732605 372.4161471 965.3139599 348.7426349 526.8239803 416.5831474 426.1232195 1688.592758 225.0750338 632.8247812 356.5160269 1407.3373 991.4608241 98.58074481 1052.941289 888.2867113 375.2428351 1377.303739 411.9897794 1217.24253 1158.94209 1366.350323 1028.561104 653.3182694 350.1559789 266.0620102 2715.033846 5507.801613 1.060008009 369.942795 552.2641725 230.3750739 703.1386458 1937.69464 358.2827069 1501.324676 254.0485861 866.0265431 284.0821463 111.3008409 695.0119177 437.0766356 656.8516294 598.1978529 374.5361631 184.4413935 121.900921 7326.068684 509.8638522 187.6214175 306.6956505 448.7367237 302.1022825 458.2767958 833.8729668 358.2827069 400.6830273 576.9976927 401.3896993 330.3691627 1687.886086 939.5204317 748.7189901 346.6226188 1600.258757 403.8630513 822.9195507 2116.835993 525.0573003 337.7892188 552.2641725 13198.51305 909.4868715 396.4429953 678.7584616 687.9451976 452.2700837 702.4319738 291.8555384 469.9368839 278.0754343 179.8480255 304.5756345 179.1413535 788.9992945 1297.449803 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214.8282898 907.0135194 232.4950899 251.9285701 611.624621 330.3691627 9201.929523 165.7145854 1229.255954 283.0221383 286.9088344 208.4682417 172.4279694 992.8741681 328.9558187 283.3754743 456.1567797 521.1468677 171.1888499 409.9688693 1105.778899 306.0553423 74.855641 581.7894123 168.3462306 277.3133029 257.7308146 394.4923865 899.5310784 535.3599641 598.845128 331.0072227 367.6454267 129.8129471 457.6617038 52.11468677 172.7680828 193.2981109 328.1646034 258.6783543 336.6924612 259.9417407 -0.94753976 -0.631693173 -2.526772692 156.9757535 299.7384106 1236.22354 869.8414992 672.7532292 1.263386346 331.9547624 293.1056323 362.2760347 585.895418 462.7152492 416.6016476 133.6031061 1149.681575 528.7271858 1127.256467 900.7944647 125.0752483 1077.03686 1007.234764 884.6862888 368.908813 250.4663431 100.4392145 355.0115632 473.1381866 2178.078061 351.8530974 98.2282884 114.3364643 210.9855198 302.5810299 209.4062869 258.9942009 217.9341447 295.0007118 399.2300853 601.0560541 756.1367281 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760.2427337 243.8335648 731.8165409 331.6389158 504.4069986 530.6222653 2746.28607 651.591508 1129.151547 739.0810124 1870.443485 540.7293561 3921.235371 1323.397197 71.06548196 77.06656711 164.8719182 153.8172876 996.1801338 679.3860076 268.1537519 2501.189119 38.21743697 1020.184474 195.509037 145.921123 466.5054083 167.3986908 373.0148187 481.0343512 758.9793474 1124.098001 501.5643794 315.2148933 302.5810299 251.7297294 2311.997013 318.6892058 285.5253142 117.4949302 204.9844346 336.6924612 167.0828443 93.17474302 1161.367899 476.2966524 2944.847542 979.7073993 1033.256205 746.9890037 197.3559766 821.7552611 640.2281767 358.6759644 53.54880595 329.3756743 5831.094504 2371.976354 186.5788585 455.670028 741.9372296 484.2967481 2381.406332 -2.357494601 261.3451158 309.8421476 343.8574269 160.9832028 303.4432337 890.4593894 597.456489 2650.497502 110.1286764 1171.338032 1918.663821 336.1113732 438.8307808 294.6868252 113.1597409 293.0029005 294.6868252 1147.763086 231.3712559 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309.6915525 249.6254327 354.1560827 233.6338035 182.148558 762.5276891 430.2138317 122.0824382 307.3513141 1977.891515 334.6540958 134.9537496 716.5029999 2011.044892 658.3870788 333.8740163 1203.662633 164.5967697 4696.858533 347.9154469 103.3605307 564.3875018 262.4967441 1099.131984 1734.896758 487.1596336 263.6668633 255.8660686 301.500718 1444.707192 162.2565313 389.6496989 633.4245356 376.7783875 303.4509167 254.6959493 659.5571981 495.7405078 157.9660942 718.8432383 97.8999744 75.6677093 538.6448791 59.67608001 86.58882198 234.4138829 60.06611975 438.4046662 240.6545187 339.7246124 437.6245868 548.0058328 341.6748111 983.2901811 557.7568263 228.9533266 143.1445841 882.2698888 244.1648764 701.6814898 204.3808231 1640.507141 533.1843227 1063.248328 331.1437381 319.8325857 328.8034997 2817.647072 357.2764006 1753.228625 1043.356301 1394.002026 125.2027561 83.46850407 306.1811948 142.7545443 94.77965649 960.2778366 437.234547 687.6400592 239.8744393 425.1433151 342.4548905 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1057.736437 108.6643952 60.60129735 141.7513105 1044.153388 281.412921 296.737387 202.7008911 499.7865615 952.2065917 154.9860766 158.4689097 149.0652601 103.0918622 548.1979427 79.75687984 122.595728 307.1858866 475.0584459 258.426222 291.8614206 627.9548225 147.3238436 664.1762876 1371.191423 3454.622232 1036.839438 108.3161119 108.6643952 264.6953218 124.6854279 90.20537939 513.0213276 2289.194743 134.7563766 -1.996390764 99.15407461 274.1709983 785.9124974 883.7356449 492.7757869 412.2546928 834.4913393 404.2691297 181.6715595 1145.928299 437.2095773 3531.947993 1567.16675 301.7877372 420.2402558 647.8288029 347.7047247 588.6025436 347.0392611 378.3160498 202.3009308 12480.76959 1833.352185 69.87367674 82.18475312 428.2258189 5479.759915 873.753691 298.4604192 1787.767929 534.0345294 2749.362814 321.418913 170.3586785 81.18655774 561.6512683 938.3036591 252.5434316 409.9255702 397.281762 5833.453812 281.1583659 625.5357727 610.562842 1253.400668 285.1511475 1168.221329 231.5813286 186.6625364 276.167389 208.290103 362.3449237 5507.376654 551.0038509 4000.101627 168.6950196 486.7866146 946.2892221 38.5968881 223.2630338 301.7877372 1509.936881 259.8635311 427.8930871 527.0471617 260.5289947 335.3936483 298.793151 621.5429912 1835.681307 701.06589 830.8312896 658.1434885 737.3336555 2085.895617 398.2799574 323.082572 664.1326608 1535.224498 1350.558352 283.1547567 363.0103873 1273.031844 1813.721009 2264.905322 476.1391972 1513.929663 747.9810729 643.8360214 617.5502097 629.1958224 84.51387568 336.0591119 616.2192825 388.9634672 147.4001847 330.7354032 258.5326039 -5.656440498 -1.66365897 352.3629698 220.9339112 89.17212079 51.57342807 285.816611 221.266643 229.9176697 519.0615986 195.6462949 319.755254 254.2070906 298.4604192 517.3979397 154.3875524 136.4200355 670.1218331 689.0875454 269.8454849 277.831048 256.2034814 94.4958295 209.6210302 279.494707 142.7419396 326.4098899 224.9266927 167.3640924 368.6668277 38.26415631 306.7787141 328.7390125 159.7112611 71.53733571 216.2756661 80.85382594 104.4777833 164.0367744 279.494707 1158.239375 1336.250885 186.9952682 955.2729806 72.2027993 374.9887318 71.8700675 360.0158011 249.8815773 58.56079574 1763.145776 545.3474104 128.4344725 165.3677016 80.52109415 127.4362771 164.0367744 728.3498971 358.6848739 1058.752569 1326.601663 466.822707 1825.03389 413.2528881 498.0994956 1094.687602 66.5463588 -1.996390764 105.1432469 60.8899183 67.54455418 527.0471617 267.1836306 465.159048 205.9609805 136.0873037 88.17392541 179.6751688 96.15948847 109.1360284 1077.052817 111.1324192 533.036334 162.7058473 256.2034814 88.5066572 195.3135631 149.3965755 570.6350267 642.5050942 735.0045329 244.5578686 617.5502097 153.7220888 1223.454807 247.5524547 142.076476 3939.876243 355.6973708 3760.403369 570.4963539 3502.969427 1292.448323 1592.517224 2001.812829 450.7124219 621.2522572 1072.776774 1997.346309 378.8420627 754.8417949 2367.66138 708.552411 227.3864471 97.8573817 1890.961936 178.6607799 394.2718574 138.8681516 237.943675 313.8745064 -0.812094454 -0.406047227 -0.406047227 2040.793363 455.1789414 857.5717433 2349.795302 250.9371863 1352.94936 625.7187767 330.1163955 427.9737772 475.0752555 502.2804197 658.6086021 916.042544 4517.2754 201.3994246 1424.007625 681.3472468 92.98481497 1339.143754 328.0861594 178.2547326 564.8116927 341.4857179 482.7901528 218.8594553 479.541775 3707.211182 290.3237673 905.8913633 131.1532543 501.0622781 441.7793829 447.8700913 1992.473743 1209.208642 261.0883669 505.9348448 1190.936517 888.4313326 1257.934309 1392.741988 1707.834637 404.423038 1238.850089 235.1013444 318.3410259 -1.218141681 110.850893 1639.212655 236.3194861 127.4988293 200.1812829 1352.94936 873.8136324 493.3473807 444.6217135 273.2697837 643.1788075 551.006087 744.284567 304.5354202 508.3711281 667.5416411 302.5051841 394.2718574 317.9349787 481.1659639 329.3043011 339.861529 70.24617026 102.3239012 302.0991369 165.2612214 790.1679036 296.8205229 939.5932832 564.4056455 131.5593015 1596.577696 556.2847009 785.7013842 1370.409391 1636.776372 283.0149172 702.8677499 2756.248577 822.2456346 481.9780584 346.3582846 2595.453875 458.8333665 388.5871962 105.9783262 242.8162417 451.5245164 164.4491269 139.6802461 317.9349787 170.9458825 317.5289315 513.6497421 668.7597828 189.2180078 240.3799584 415.3863132 873.8136324 983.0403365 474.6692083 1663.981536 404.423038 85.67596489 220.077597 2116.318147 247.6888084 612.7252655 417.0105021 364.2243626 1944.966217 617.5978322 390.2113851 1749.657501 1086.176332 170.9458825 1386.65128 826.7121541 275.7060671 563.593551 244.4404306 229.010636 248.9069501 1402.487122 649.6755631 445.0277607 1143.428991 1184.439761 821.0274929 375.5936849 85.26991766 441.7793829 343.9220012 1290.824134 287.0753895 1200.68165 344.3280485 350.8248041 95.01505111 318.7470732 101.917854 404.8290853 576.5870623 2162.607531 2596.672016 1526.331526 6825.653885 140.0862933 481.5720112 784.0771952 1428.880192 1002.530603 7328.746399 272.4576893 704.0858915 306.5656563 326.4619705 307.3777508 162.0128436 102.7299484 288.6995784 1953.671329 275.26662 636.446667 346.7465913 336.0933263 679.7470342 1254.336034 1557.094951 303.7898778 679.4033805 419.6011774 977.0074916 138.1487906 509.6384488 3096.319908 321.3162169 2536.508018 437.4711702 397.9509938 463.9325057 529.5703639 807.9298673 119.9351441 353.2760117 1122.37301 445.7188592 1023.744396 346.4029376 836.7967788 -2.749229663 1235.43508 1024.775357 602.0812963 614.4528297 1805.900235 435.0655942 233.6845214 702.7718327 498.6415302 127.4955256 721.6727866 415.4773329 1180.79414 331.9694818 401.3875308 337.1242875 395.2017641 358.0871636 130.2447553 158.7680131 914.8061705 3365.057108 59.79574518 156.7060908 303.4462241 456.3721241 1243.339115 225.0931787 625.7934021 720.2981718 287.2944998 624.4187873 5160.304078 1708.989889 191.4151153 1244.71373 498.2978765 280.7650794 1281.82833 549.8459327 1020.651512 406.5423365 574.2453459 530.2576713 1790.779472 287.6381535 159.1116668 2650.601049 761.192963 375.9571565 336.0933263 414.4463717 239.8702881 364.6165841 596.5828369 1317.224662 264.6133551 1201.413363 841.264277 4524.544718 476.9913466 665.3135785 320.9725632 1345.060613 152.9259 331.9694818 277.3285423 416.8519477 303.1025704 1712.77008 97.25399934 477.3350003 235.0591362 246.3997086 1043.676311 354.3069729 114.4366847 139.5234054 435.0655942 150.8639778 934.3944318 2297.668691 331.2821744 756.0381574 169.7649317 158.0807056 815.1465952 283.8579627 1250.212189 308.257376 539.8799751 8355.596254 334.0314041 219.9383731 337.1242875 617.5457131 -1.374614832 0.687307416 350.5267821 765.3168075 188.3222319 453.9665481 -1.030961124 0 726.8275922 651.2237765 763.9421927 331.2821744 374.2388879 345.7156302 263.582394 63.91958967 2817.960405 3815.587119 1389.048287 288.3254609 722.0164403 441.251361 536.443438 306.8827612 778.3756484 476.6476929 548.8149715 2096.974926 240.2139418 483.1771133 339.8735171 785.2487226 338.1552486 714.4560587 172.5141614 197.2572283 375.269849 1267.738528 293.8239203 1188.698176 618.9203279 184.8856949 211.0033767 316.8487187 223.0312564 707.2393309 2041.646679 100.6905364 156.3624371 1546.785339 214.09626 506.8892192 26.1176818 506.8892192 409.9788735 2013.467075 75.60381574 263.2387403 142.6162888 -1.030961124 192.1024227 143.9909036 695.8987585 1675.311826 240.5575955 100.003229 531.6322861 299.6660333 79.72766023 410.6661809 165.6410872 310.1879876 833.8461048 272.8825281 288.7718905 198.271609 126.7694782 270.8100026 163.7295169 33242.27323 1099.474794 1432.460562 367.5278606 454.5739329 861.8251995 2901.535742 2882.537591 208.9796576 715.7121496 432.121573 273.227949 468.3907697 750.2542418 253.5389565 -2.07252553 1056.297178 271.8462653 329.5315592 308.8063039 316.7509851 326.4227709 1209.318647 369.9458071 734.7103003 498.4423899 410.014634 1031.081451 214.5063923 347.4934472 222.7964944 322.9685617 80.82849566 312.6059341 715.3667287 169.6016725 756.1263974 96.71785806 2212.075582 547.4921608 694.9868943 771.324918 1012.428721 264.247005 550.2555281 568.562837 155.0939938 121.2427435 3700.148912 491.1885506 2498.084105 440.757096 207.9433948 446.6292517 1760.955858 523.3126963 276.6821582 245.9396962 522.2764335 1382.029107 179.9643002 423.8314708 281.1726302 184.1093512 480.480502 162.6932541 262.5199004 284.2814185 154.403152 287.3902068 271.5008444 1985.824878 392.7435879 456.3010375 209.3250785 482.2076066 214.5063923 570.6353625 330.2224011 549.5646863 221.4148108 894.2947661 339.8941869 283.2451557 228.6686501 854.2259392 841.0999442 237.6495941 158.8936239 206.5617111 2374.423415 1297.400982 345.4209216 591.3606178 139.5500523 1249.387474 399.6520063 182.3822466 241.1038033 385.8351695 245.5942753 2232.455416 2659.741097 2382.368096 259.4111121 312.2605131 74.61091907 364.0736514 255.9569029 179.6188792 385.4897485 627.9752355 149.5672591 733.6740375 356.819812 408.9783712 332.2949266 167.1837261 81.17391658 665.626116 855.2622019 185.4910349 385.8351695 572.3624671 305.6975156 1210.354909 197.2353462 134.3687385 582.7250948 198.9624509 239.3766987 407.5966875 1407.935677 97.75412082 242.8309079 478.4079765 334.7128731 316.7509851 418.3047361 157.8573612 76.6834446 103.6262765 2628.653214 1575.464824 912.6020749 1537.468522 1561.647987 380.9992766 235.2316476 -0.345420922 955.4342692 190.6723487 464.9365605 -2.07252553 33.5058294 240.4129615 627.2843937 423.140629 169.2562516 229.7049129 1502.92643 130.9145293 815.193375 691.878106 225.5598618 512.2592268 54.2310847 154.7485729 440.4116751 161.6569913 491.1885506 117.4431134 140.5863151 69.08418433 1150.942511 373.4000163 339.8941869 843.5178906 448.7017772 45225.96127 181.6914048 570.6353625 356.4743911 116.7522715 1672.528103 425.9039964 1255.950471 1912.941064 128.8420038 314.6784596 1873.029192 343.0957192 457.0269352 2141.581344 740.2273866 191.0789252 190.1023719 289.3852888 200.844458 1276.02962 266.2735278 781.2426243 278.9687204 375.6474952 2345.355462 242.8362491 450.8420978 18250.80426 222.9796657 478.5111074 765.6177718 235.6748583 274.085954 352.2102165 319.6584405 583.0023084 513.01599 -1.302071041 -1.627588801 -0.97655328 -0.97655328 681.308672 902.0097133 -1.627588801 3.906213122 316.0777451 258.1355838 435.2172453 465.490397 1270.495818 195.6361738 246.4169444 299.1508216 267.9011166 1046.865117 838.8592679 2510.718484 2929.659841 305.0101412 250.3231575 342.7702014 475.9069653 307.9398011 662.1031241 233.396234 217.7713815 2132.792364 685.8659206 193.0320318 218.0968993 0.65103552 170.2457886 99.93395236 167.9671642 228.5134676 79.10081571 399.7358094 239.2555537 514.318061 81.70495779 672.5196924 203.7741178 271.8073297 232.094163 253.5783351 552.7291567 1481.105809 347.0019323 1654.281257 324.2156891 550.7760502 742.8315286 251.2997108 -0.97655328 2023.418397 243.1617668 288.0832177 232.4196807 288.7342532 296.2211617 468.7455746 197.9147982 168.292682 1121.408684 352.5357342 338.5384705 348.3040033 308.9163544 403.9675403 555.007781 329.4239733 3153.941578 196.6127271 511.0628834 543.2891417 563.4712428 294.9190907 170.5713063 120.1160535 239.9065892 120.4415713 920.8897434 359.3716072 343.4212369 535.8022332 269.8542232 141.6002257 411.4544488 84.30909988 482.0918028 416.3372152 187.8237476 986.3188132 4942.336152 338.2129528 814.7709536 100.9105056 207.680331 16.27588801 134.7643527 197.5892804 117.1863936 172.1988951 52.40835938 94.7256682 226.2348433 153.6443828 216.4693105 3316.37494 1636.37778 139.9726369 346.3508968 3856.083387 165.0375044 1047.190634 239.2555537 296.2211617 412.4310021 305.0101412 684.5638496 2278.298803 313.473603 324.2156891 111.6525917 584.955415 256.507995 2.929659841 0 536.1277509 229.4900209 638.9913632 511.3884012 878.5724346 627.9237593 302.4059992 7382.091764 180.3368391 402.0144338 295.2446084 1093.088639 178.3837326 214.8417217 60.54630339 1672.835769 95.37670372 784.8233197 53.0593949 86.5877242 36.13247138 447.912438 860.0179223 55.98905474 715.162519 307.2887656 64.45251651 408.8503067 168.6181998 78.77529795 108.7229319 892.8952161 245.1148734 2055.319138 470.3731634 108.0718964 471.6752344 233.7217518 178.7092503 69.33528291 101.6354401 139.5591118 362.5503013 1734.249506 1300.402702 301.8724266 268.1203588 200.9954599 7459.206984 2026.261778 653.8040998 3238.681562 394.7854222 661.3888342 3246.645533 576.4398096 276.4635666 257.122494 398.1985527 346.6223592 797.5348155 645.4608921 1403.934326 547.2385824 626.4990562 97.84307295 312.8702914 391.7515285 518.7958286 657.596467 676.1790661 378.4782434 892.7232314 1788.859593 1822.611661 1852.192125 1.516946867 397.819316 1160.84359 370.8935091 272.6711994 317.421132 285.1860111 1080.824643 314.766475 421.7112291 382.2706106 661.7680709 4198.529692 515.0034615 774.4013758 290.4953251 3374.06907 360.6541177 291.2537985 12822.37263 512.3488045 467.9781086 667.4566216 1533.254046 -1.896183584 644.7024186 428.1582533 849.4902457 2228.015711 684.5222739 10551.50317 387.5799246 318.9380789 154.3493438 633.3253171 2074.804078 296.5631126 907.1342267 894.9986517 352.6901467 1143.777938 965.5366811 805.1195499 1782.412569 284.4275376 482.7683405 1766.863864 724.7213659 690.5900614 861.2465839 780.8484 1047.072575 963.2612608 2335.339702 461.5310844 721.3082354 300.7347165 2039.535063 2861.341029 267.7411221 284.8067743 241.1945519 198.3408029 252.5716534 312.111818 131.9743775 382.2706106 274.1881463 319.3173156 488.4568913 993.2209614 450.1539829 405.0248136 403.12863 225.2666098 4925.147242 615.8804282 1222.659175 1186.25245 219.1988223 1537.42565 659.1134139 89.12062846 1126.333049 375.8235864 299.2177696 3163.592692 1754.728289 2081.630339 208.2009575 359.5164076 211.9933247 149.7985032 232.0928707 1271.580712 415.6434417 623.4651625 385.683741 14.03175852 195.3069092 696.6578488 541.9292684 276.8428033 1709.219883 52.71390364 62.953295 100.49773 981.4646232 742.9247283 239.2983683 1319.364538 1174.496112 424.3658861 388.7176348 668.5943318 1343.256451 421.7112291 2229.153422 1171.462218 992.0832513 494.145442 501.7301764 -2.275420301 400.0947363 610.1918774 377.71977 -1.896183584 325.7643398 5421.947341 1134.676257 37550.12352 262.4318081 1648.162771 1099.786479 525.6220895 721.6874722 415.2642049 378.0990067 1326.570036 1014.837454 230.5759238 158.5209476 47.02535289 197.2030928 370.1350356 1133.15931 449.3955095 784.6407671 414.5057315 825.2190958 610.5711141 368.6180888 362.1710646 1390.281804 49663.70273 637.8761577 918.5113282 734.9607572 340.9338084 3806.398927 1546.527331 601.4694329 406.1625237 385.9754625 128.2833899 1223.193375 517.6347311 692.4302272 10092.75196 3133.940709 299.7030073 2893.128029 339.8384539 1148.924044 538.2651008 1442.250392 4285.490436 543.5164676 1008.262433 43.88642285 668.0488812 335.7123799 620.7865796 237.0617029 479.7498703 323.3341581 435.4883498 2909.632325 1601.291788 1131.294456 1887.866378 926.8662467 205.1784043 542.3911747 820.7136171 546.8923463 2195.821533 910.3619509 322.2088652 -1.125292894 341.3388444 308.3302528 491.0027992 466.6214532 576.1499615 528.88766 353.7170662 681.9274935 679.6769077 4171.085659 1127.918577 986.5067701 548.7678344 885.2304096 363.094507 96.77518885 556.6448847 1780.963553 943.3705425 243.8134603 320.7084747 518.3849263 332.7115989 282.0734187 1159.05168 197.6764516 1241.198062 381.4742909 560.395861 144.7876856 139.1612212 1106.538012 294.0765429 660.5469285 331.9614036 372.0968501 1088.533326 414.4828825 531.5133434 1187.184003 547.2674439 1878.113839 690.554739 1298.963097 869.4763091 635.4153872 4791.497141 2268.965571 433.9879593 2813.232234 392.3521222 231.0601408 195.0507682 1528.522847 610.283846 387.8509507 838.7183034 235.93641 963.6258145 1273.08136 20752.27645 249.4399247 1398.363969 0.375097631 273.0710755 685.3033722 2013.899182 180.4219606 13171.92842 361.2190188 382.2244862 809.4606881 295.2018358 235.1862148 97.52538411 1285.83468 986.1316724 1213.065739 399.4789772 1444.12588 5629.465249 384.0999743 173.6702032 994.7589179 175.920789 481.6253585 360.4688236 5084.823489 1612.169619 788.4552208 1130.54426 648.918902 58.8903281 76.8950144 600.5313075 497.7545566 366.4703857 501.8806305 275.3216613 323.7092557 366.8454833 1062.276492 412.2322967 309.8306434 1498.139939 148.1635643 154.5402241 2293.346917 942.2452496 395.7280009 1166.553633 403.2299535 7201.124324 5878.905174 244.1885579 794.8318805 846.9704512 1775.337088 661.6722214 657.9212451 1730.325373 933.6180041 736.6917477 3016.910248 139.5363188 149.2888572 580.6511331 1999.645472 1194.685955 785.0793421 304.2041789 61.51601152 477.4992845 149.6639548 195.4258659 698.4317893 2976.024606 51.76347311 220.5574071 707.0590348 53.63896126 280.5730281 611.4091389 228.809555 220.1823095 111.0288988 1009.012628 972.2530601 99.02577464 153.7900288 444.490693 406.9809298 161.667079 389.7264388 245.6889484 312.0812292 316.2073031 210.8048687 270.0702945 -1.125292894 736.31665 265.9442205 377.450812 311.705622 466.2235052 173.8743352 197.9030341 353.4221131 453.5416919 216.925754 640.4315723 586.0332678 357.4268963 500.5978939 531.6349634 563.0057647 215.9245582 2250.020667 1908.612904 158.5226664 1871.234928 234.2798144 174.541799 197.5693021 0.667463859 -6.007174727 441.1936105 318.3802605 -12.01434945 392.4687488 214.9233625 213.9221667 1711.377333 261.6458326 510.2761199 423.1720863 1403.676495 437.8562912 1784.798358 2291.737158 370.4424415 287.0094592 174.8755309 254.3037301 364.7689987 152.1817598 189.5597358 313.0405497 6403.314527 51.72844904 145.5071212 140.5011422 299.6912725 1411.018597 405.1505622 219.9293414 242.2893807 117.1399072 649.4423344 839.0020702 632.7557379 340.0728359 -2.002391576 2965.541924 175.2092629 592.7079064 459.2151347 589.3705871 259.3097091 289.0118508 298.6900767 1853.213403 622.74378 374.1134927 104.4580939 176.2104587 180.5489737 233.2786186 883.7221488 346.7474745 1487.776941 160.1913261 2723.252543 2474.288524 1658.98142 458.5476708 399.8108513 548.6552917 348.0824022 622.0763162 2580.749009 882.720953 436.1876316 369.1075138 370.7761734 292.3491701 458.2139389 658.1193646 194.5657148 838.6683383 1036.905104 442.1948063 804.6276815 196.9018383 326.0560949 454.8766196 1105.32015 187.8910762 1973.356898 134.8276994 123.4808138 550.6576833 144.5059254 601.7186685 214.2558986 167.5334285 143.1709977 1287.204051 488.9172764 815.6408352 104.1243619 251.6338747 944.7950918 90.10762091 1444.058058 567.0105479 226.60398 250.298947 257.9747813 119.8097626 231.276227 109.7978047 632.422006 1063.603659 281.3360164 232.6111547 131.1566482 61.40667499 187.8910762 2341.463216 108.7966089 184.5537569 217.259486 668.7987863 144.5059254 269.9891308 2317.768249 260.9783687 1011.207746 1062.602463 240.9544529 1008.204158 165.197305 384.1254506 115.1375156 367.4388541 751.5643048 143.5047296 349.083598 218.2606818 2812.025236 2429.234713 1.668659646 128.1530608 106.7942174 72.41982866 121.1446903 537.3084062 676.8083526 231.276227 634.4243976 158.8563983 49.05859361 148.1769766 652.4459218 313.0405497 473.5656077 146.508317 61.07294306 5862.668802 313.3742816 272.3252543 221.931733 144.1721935 350.4185258 260.6446368 213.9221667 507.9399964 376.7833482 550.9914153 2163.917829 319.3814563 185.5549527 609.0607709 169.5358201 132.157844 132.157844 105.7930216 240.620721 238.6183294 251.9676066 213.5204673 379.5555547 -0.654970759 1120.327483 311.4385958 392.3274844 408.0467827 271.1578941 1606.315786 372.0233909 621.2397646 1012.257308 234.1520462 209.9181282 2563.555549 767.2982438 381.5204669 -1.637426897 350.0818705 318.3157887 244.304093 210.2456135 179.4619879 508.9122795 1225.122804 258.7134497 1524.116955 -0.982456138 1058.105261 105.4502921 481.730993 -2.619883035 195.5087715 242.3391807 474.1988293 151.953216 -2.292397655 231.2046778 693.6140334 331.0877185 339.9298238 380.2105254 224.6549702 493.5204667 393.3099406 303.2514613 131.3216371 195.1812861 218.1052626 111.345029 208.2807013 97.26315766 302.9239759 317.660818 231.8596486 267.8830403 177.824561 337.6374261 98.90058456 3268.959057 379.5555547 205.6608182 1102.970758 863.2514599 1108.865494 256.0935666 256.7485374 341.5672507 769.2631561 1702.596487 1920.374264 324.5380109 279.672514 375.2982447 509.8947356 292.1169584 513.8245602 2075.274849 503.0175427 771.5555537 367.4385956 1046.643272 1000.140349 112.6549705 298.9941513 203.6959059 272.4678356 1386.573096 337.9649115 301.9415198 284.5847946 1017.824559 248.8888883 3393.403501 648.7485365 183.7192978 351.0643267 800.3742671 -0.982456138 908.7719277 240.0467831 46.83040925 188.3040931 2451.883035 277.3801163 173.2397657 703.4385948 175.2046779 420.1637417 177.4970756 77.28654952 134.2690055 717.8479515 117.5672512 434.9005838 500.3976596 2555.6959 252.4912275 92.35087697 112.6549705 206.6432744 272.795321 187.6491224 503.6725134 275.7426894 718.1754369 524.3040923 251.5087713 362.8538003 323.8830402 1058.760231 311.4385958 33.73099407 260.3508766 373.9883032 70.40935656 194.8538007 232.5146193 357.2865489 108.7251459 354.9941512 1201.543857 201.0760229 8853.56723 722.1052614 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246.756243 539.7326886 968.3877934 387.2805687 877.4383625 251.974653 286.2670613 272.1028057 1023.553842 290.7399842 625.090966 64.11189395 92.44040522 1083.565556 374.9800309 172.5802727 1753.758494 146.1154792 127.1055572 354.8518781 406.6632343 177.0531955 846.1279027 629.9366324 1767.550006 509.1677159 469.2841539 813.3264685 529.6686122 1703.438112 20651.11198 8111.272815 451.7652062 281.7941385 278.4394464 257.9385501 366.0341852 333.9782382 428.6551049 280.3031642 304.1587527 297.0766249 330.2508025 586.6983783 352.6154167 967.2695627 731.6956268 324.659649 452.5106933 101.3862509 263.9024472 295.212907 89.45845667 294.8401634 3009.158836 1045.172969 1997.532789 662.3653229 597.1351983 105.1136866 88.71296953 191.2174511 115.5505065 39.13807479 254.2111144 1424.253179 1591.987785 602.7263518 257.1930629 228.8645516 223.6461417 495.3762038 347.3970067 2400.468587 348.5152374 156.5522992 227.7463209 216.1912703 80.512611 111.8230708 256.0748322 789.2883386 373.1942211 1284.904215 351.2211034 414.698999 1048.431616 1369.30889 5403.991833 439.1135742 2236.375089 1661.586233 707.6739015 712.9055962 516.5426556 390.6332034 742.5518661 485.5012671 405.2819485 293.6724618 848.5808784 175.0873822 758.5957298 293.6724618 456.5525565 -0.697559292 619.0838714 -1.743898229 1023.668261 -0.697559292 0.348779646 2370.655253 -1.395118584 370.0552043 315.6455795 1468.711089 368.6600857 296.462699 235.426261 264.7237512 227.0555495 458.2964547 498.406114 1302.343198 607.5741431 333.4333415 670.3544794 2320.082204 966.1196191 251.8189043 106.377792 2099.304689 176.4825008 60.33887874 1646.588708 422.7209308 493.8719786 1677.630097 3426.062462 330.9918839 328.5504264 1791.332261 565.0230263 186.2483309 1059.941344 401.7941521 192.5263645 609.666821 369.7064246 273.4432424 593.6229573 212.4068043 654.6593953 2192.777634 439.4623538 196.7117203 168.460569 535.0279768 717.0909519 434.5794388 443.2989299 403.8868299 369.357645 356.8015777 189.7361274 725.4616634 253.2140229 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-0.697559292 369.357645 271.0017849 411.2112025 81.61443714 438.7647945 158.3459592 81.26565749 427.6038459 513.7524184 375.6356786 389.5868645 98.35586014 327.1553078 352.616222 231.9384645 223.567753 152.0679256 -1.743898229 300.2992751 587.3449237 208.2214486 475.3866573 45.69013361 834.6296926 781.9639661 65.57057343 75.68518316 686.0495635 168.8093486 1115.943879 195.2642589 404.0069356 227.4051015 238.4643161 200.1026653 212.1986813 1593.909313 730.2537681 279.9363711 453.0822007 870.9131546 407.8085406 620.007222 242.9571221 866.4203486 953.5116641 393.9845223 299.6355972 415.7573512 412.9925475 482.4582396 -1.036801375 5375.815127 632.7944389 144.806592 154.1378043 545.0119225 232.2435079 656.6408705 677.7224985 -5.529607331 507.6870731 298.5987959 303.4372023 2148.943649 344.2180563 345.9460586 383.2709081 229.4787042 324.1732298 399.1685292 182.1314415 366.6820861 213.2354827 650.0744618 135.4753796 107.8273429 705.7161356 1544.142847 91.92972187 609.9848087 8323.787035 455.8470043 220.8386928 376.0132985 820.8010882 1421.109084 764.8138139 604.1096009 339.0340495 676.6856971 791.4250492 384.9989104 177.984236 438.221381 530.1511028 1463.27234 277.5171679 160.3586126 243.648323 340.0708508 185.587446 1964.738605 608.6024068 602.3815986 447.8981938 219.4562909 2034.549897 353.8948692 451.3541984 297.9075949 442.022986 226.3683001 225.6770992 262.3107478 431.6549723 1880.757693 290.9955858 1130.113498 227.7507019 447.2069929 272.6787615 999.476525 280.2819716 48.38406414 257.4723413 1424.565089 144.4609915 723.6873594 162.0866149 516.3270845 2988.407162 2775.171679 360.8068783 867.45715 189.0434506 465.5238172 257.8179418 1151.195126 341.1076522 703.2969324 177.6386355 1871.426481 203.2130694 369.1012893 274.4067638 241.2291198 139.9681856 0 291.6867867 205.6322726 160.0130121 95.040126 144.1153911 471.7446254 33.8688449 171.4178273 156.5570076 706.061736 1053.044596 509.7606758 2047.337114 1771.893549 179.3666378 174.1826309 199.0658639 97.80492966 381.5429058 361.8436797 2068.073142 217.7282886 781.0570355 325.5556316 371.5204925 957.3132691 142.3873888 1656.808596 911.6940087 843.2651179 806.2858689 692.9289186 233.6259097 248.4867294 58.75207789 364.2628829 545.0119225 434.0741755 88.12811683 2871.594207 150.6817998 263.3475491 190.4258525 555.3799363 449.2805956 1258.331268 301.3635995 549.159128 1359.937803 338.688449 345.2548577 114.7393521 86.745715 539.4823152 264.729951 71.8848953 1287.707307 245.7219258 953.5116641 411.9557461 86.745715 109.2097448 135.8209801 100.2241329 895.1051867 153.101003 331.7764398 267.4947546 1369.269015 331.4308394 726.1065626 298.2531954 261.9651473 1681.691829 370.4836912 2092.445785 303.9824705 685.7818043 1756.012027 833.4682769 939.4316653 213.5824547 796.7122265 584.1231785 403.6542827 643.3964489 980.4924783 657.3041437 443.3905533 2013.30438 223.847658 577.5004668 94.70477838 232.4571833 617.2367374 543.7246367 293.7172672 611.6074324 195.3699974 444.7150957 378.4879779 2.317949121 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643.0094588 640.3757162 263.7505153 351.0402721 23942.9783 728.7942199 483.8561522 269.0180006 485.7373969 440.2112737 989.5347435 1044.467091 366.4664792 399.9526359 478.5886668 -1.88124476 267.5657841 270.8792923 354.9595619 318.5109721 397.6209795 1351.497142 396.3784139 781.9879263 926.5397199 529.7471175 2029.109561 722.3447794 1006.478104 1852.251063 2197.2701 2269.753091 -1.656754081 374.8406109 2.070942601 1338.243109 1711.012777 419.9871596 1430.192961 2111.118888 362.4149553 315.1974639 231.9455714 197.1537357 597.6740348 466.3762738 477.1451754 979.5558505 520.63497 948.9059 542.1727731 2160.407322 1521.314435 844.9445814 706.1914271 445.6668478 1036.713866 998.6085224 1172.153512 870.2100811 562.053822 502.4106751 275.435366 238.1583992 733.1136809 484.6005687 2345.135402 575.7220432 290.3461527 352.4744308 687.1387552 232.3597599 516.4930848 572.408535 2193.956592 230.2888173 826.306098 810.1527457 3008.251223 464.7195198 586.4909447 1049.967899 575.3078547 12554.05405 675.5414766 342.1197178 652.3469195 412.5317662 825.4777209 429.9276841 2408.092057 494.9552817 1310.906667 923.6404002 600.9875429 1553.62114 1484.865845 483.3580032 1991.832594 630.3949279 496.6120358 770.3906477 880.9789827 3798.937108 510.280257 1684.504712 1876.273997 2177.80324 1997.217045 892.5762612 552.1132975 -0.828377041 856.1276714 2273.066599 384.7811353 563.7105761 243.9570385 1727.580318 1203.217651 2193.542403 258.8678252 663.5300095 403.4196188 426.6141759 1361.437666 1083.931358 44772.12229 113.9018431 152.0071869 1069.434759 1308.421536 95.26335967 166.0895966 294.0738494 411.7033892 407.1473154 437.7972659 1085.173923 566.6098958 311.8839558 1194.519693 362.4149553 534.7173797 90.29309742 150.7646214 777.4318526 1634.80209 829.2054176 1831.541637 506.5525603 322.2386688 280.4056282 331.7650048 981.2126046 371.1129142 378.154119 241.4719073 300.7008657 1047.896956 692.5232059 626.2530427 224.0759895 425.7857989 1604.152139 2056.860192 305.671128 8697.130549 449.808733 792.3426393 1619.891303 394.7216598 193.8402275 796.898713 558.7403139 581.5206825 492.0559621 1.656754081 111.0025234 -2.899319642 -1.242565561 16.15335229 -0.828377041 443.1817167 1167.597439 668.0860832 540.1018305 986.5970553 735.598812 814.2946309 284.961702 363.2433323 117.2153512 257.2110711 923.6404002 955.5329163 201.2956209 256.7968826 341.7055292 545.9004697 968.786949 9406.635484 644.8915261 5113.571471 324.7237999 431.9986267 2546.016834 1583.028525 1114.581308 314.3690869 619.2118378 631.6374934 211.6503339 1532.497525 528.0903634 NaN

Eliminar columnas innecesarias

In [24]:
drop_columns = ["Sample_status", "Sample_tissue", "Sample_contact_country", "ID_REF", 
                "Sample_submission_date", "Sample_last_update_date", "Sample_last_update", 
                "Sample_type", "Sample_channel_count", "Sample_source_name_ch1", "Sample_contact_department",
                "Sample_organism_ch1", "Sample_molecule_ch1", "Sample_extract_protocol_ch1", "Sample_label_ch1", 
                "Sample_label_protocol_ch1", "Sample_taxid_ch1", "Sample_hyb_protocol", "Sample_scan_protocol",
                "Sample_description", "Sample_data_processing", "Sample_platform_id", "Sample_contact_name", 
                "Sample_contact_email", "Sample_contact_institute", "Sample_contact_address", "Sample_contact_city",
                "Sample_contact_zip/postal_code", "Sample_contact_state", "Sample_supplementary_file", 
                "Sample_contact_phone", "Sample_contact_laboratory", "Sample_contact_state", "Sample_relation",
                "Sample_data_row_count", "series_matrix_table_begin", "series_matrix_table_end"]

df = df.drop(columns=drop_columns, errors='ignore')
In [25]:
df.head()
Out[25]:
Sample_ID Sample_geo_accession Sample_age Sample_gender Sample_mmse Sample_diagnosis 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 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0 Alzheimer's Disease serum (PD vs. AD) sample 1 GSM734833 UNK Female 5 Alzheimer's Disease 7289.964133 2388.467919 747.3622496 4584.640077 4023.20919 1866.587224 481.4213031 586.8884819 1310.611536 595.5258801 1171.503964 1382.892922 13897.5738 1860.222826 389.1375217 641.8950708 1007.393397 -1.363799726 1151.046968 5111.521371 1852.040027 730.0874531 761.0002468 -1.363799726 622.3472747 1177.868363 2582.58208 1.818399634 1086.039181 931.9298124 -2.272999543 685.0820621 -3.636799268 890.5612208 -2.727599451 935.1120118 2149.348367 2306.639936 791.0038408 6942.195203 789.6400411 523.6990946 786.4578417 990.5732006 1227.419753 788.7308412 7143.582962 918.7464151 613.2552766 552.3388888 1232.420352 436.8705121 633.7122724 1499.725098 937.8396112 563.7038865 662.3520667 1398.803918 2839.431028 577.7964837 1608.829076 1305.156337 670.9894649 826.9172336 1550.640288 1352.889328 997.3921992 820.5528348 518.6984956 395.5019204 471.874705 3819.548431 2049.336388 644.1680703 1200.143758 3709.080653 964.2064059 3810.456433 972.3892043 1330.613932 658.2606675 1103.768578 1803.397837 516.880096 0 -0.909199817 695.0832601 1585.189881 630.5300731 2783.06064 1647.015468 1076.947183 1184.687362 1236.057151 2815.337233 2471.659703 1010.120997 983.754202 585.5246821 1585.644481 1404.713717 669.1710653 2184.80716 599.6172793 6237.565345 2517.119693 1185.141961 380.5001234 577.3418838 274.5783447 382.773123 1916.593214 761.0002468 2294.365738 -3.18219936 539.1554915 410.5037174 696.9016597 1062.399986 765.5462459 389.1375217 942.3856103 3260.845144 651.8962688 887.8336213 599.1626794 534.1548925 5597.943273 678.7176634 -1.818399634 858.7392272 460.9643072 1025.577394 386.4099222 293.6715409 1891.590219 606.8908778 622.8018746 690.537261 2117.980974 515.0616963 1847.948628 826.4626337 1838.40203 1255.150347 980.5720026 401.4117192 381.8639231 630.984673 3232.205349 1687.47486 831.4632326 1737.02625 685.536662 652.8054686 633.2576725 539.6100914 340.4953315 772.3652445 502.7874988 421.4141152 -5.000598994 642.8042706 465.9649062 683.2636625 2172.987563 410.0491175 2040.244389 1459.265706 913.2912162 546.8836899 444.1441106 322.3113351 507.3334979 568.2498856 719.1770552 465.0557064 6047.542583 223.2085551 913.7458161 344.1321307 267.3047462 2618.040873 3150.377366 338.2223319 570.5228852 632.3484727 747.3622496 407.321518 254.1213489 534.1548925 186.3859625 205.9337586 209.5705578 585.0700822 394.5927206 288.6709419 182.2945633 561.430887 424.6775854 882.4005349 426.9103802 907.4078375 304.5532211 405.4755494 829.2600169 1405.767654 2170.276619 785.0506783 915.892458 685.4680269 818.9891604 218.8138978 970.372653 4044.931197 592.1372011 -0.89311795 -2.679353851 2783.402092 1044.501443 964.1208274 853.3742015 448.3452111 821.2219553 557.75216 374.2164212 863.645058 727.8911295 366.6249186 419.3188777 591.6906421 2165.81103 1001.185222 554.6262471 1988.973675 433.6087649 250.966144 760.0433757 2984.353631 575.614519 343.8504109 1971.557875 2772.684677 393.4184571 350.9953545 764.9555244 498.3598163 515.3290573 1515.621162 934.201376 1200.350525 396.097811 731.0170423 324.201816 501.4857291 104.4948002 1946.104014 668.0522268 865.8778528 436.7346777 1093.176371 6417.945591 497.4666983 2882.538185 491.6614316 590.7975241 580.9732267 1153.461833 526.4930317 817.6494835 3897.120176 3293.372442 526.4930317 857.8397913 1460.247849 1475.430854 944.9187914 1506.243423 736.822309 999.8455454 454.5970367 554.1796882 459.9557444 673.8574935 342.064175 913.2131042 366.6249186 2393.109548 676.0902884 1187.846874 702.4372679 384.9338366 -0.89311795 -4.019030776 690.8267346 405.9221084 149.5972567 501.0391701 784.1575604 1702.282813 254.0920569 1426.755926 506.8444368 806.0389502 1281.624259 1808.563849 347.8694416 392.0787802 452.8108008 442.9865034 1036.90994 1839.376419 984.2159812 469.3334829 2961.579123 849.3551707 342.064175 355.0143852 536.3173292 327.7742878 1992.546147 322.862139 1694.244752 327.3277288 367.0714776 451.9176829 413.067052 262.1301184 592.58376 190.2341234 77.2547027 430.929411 367.9645955 399.2237238 1020.833817 2024.698393 315.2706365 66.09072832 254.5386158 670.2850217 580.0801087 1021.280376 512.2031445 440.7537085 665.372873 401.4565187 442.9865034 -1.786235901 -6.698384627 2485.100697 868.5572067 480.9440162 3746.629802 532.7448574 385.3803956 144.238549 0 2108.651481 864.9847349 380.4682468 329.1139647 1253.044484 2396.68202 376.0026571 400.1168417 62.07169755 558.6452779 1539.288787 2783.848651 484.516488 775.6729398 2110.884276 206.7568055 264.3629133 239.3556107 294.2823646 530.5120625 530.0655035 399.2237238 2215.825635 1333.4251 878.3815041 717.1737141 754.684668 1040.482412 1203.476438 681.0024371 2381.052456 325.9880519 468.4403649 534.5310933 380.4682468 609.1064421 398.7771648 879.2746221 1199.010848 2243.954712 384.7401962 803.902222 351.1898054 1249.207409 1921.086665 785.1662895 357.2898765 2747.210574 813.0523286 525.0418306 388.2259511 735.4942823 951.6110856 1138.534692 2017.380644 611.3142642 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539.3410997 1659.209347 107.8682199 459.910865 121.1065924 115.7131814 267.2189994 344.6879937 329.4883809 435.3953605 1342.469028 217.6976802 2346.624094 659.957382 547.6763712 767.8256019 2849.682247 498.1550521 20548.8959 450.5949733 1279.709337 494.7228815 504.5290833 919.3314199 769.2965322 2412.815956 298.5988452 479.0329586 482.9554393 588.3721088 -1.470930272 147.0930272 3283.606677 2060.773311 1654.796556 514.8255952 751.6453689 2006.839201 551.1085419 274.5736508 454.517454 1785.70935 5647.391624 682.0213361 177.0019427 1852.881833 1112.513596 336.8430323 416.763577 542.2829602 851.6686274 336.8430323 1023.767469 532.9670685 1856.314003 691.8275379 1593.998105 707.5174608 504.5290833 2237.775254 870.3004109 412.8410963 2095.585327 3924.932276 670.744204 450.5949733 503.058153 320.6627993 497.3111101 457.9155422 -1.390431808 1178.622696 384.2226563 323.0436568 898.6824254 473.2102921 376.80702 582.1274504 1415.923058 968.2040158 1207.358287 905.6345844 422.2277924 660.9185862 2495.825096 3746.286769 981.1813793 393.4922017 464.8677012 0 334.1671112 405.5426107 499.6284964 4870.682624 2158.413644 182.1465669 324.8975658 338.8018839 840.2842894 832.8686531 421.7643151 472.7468148 378.6609291 719.3167221 -3.707818155 425.4721333 405.0791335 834.7225622 2023.541758 1098.441128 17327.09772 424.0817015 1024.748243 786.5209262 3797.269268 494.0667692 264.6455208 740.1731992 1406.653513 -0.463477269 1642.099965 1600.850488 360.1218383 2289.577711 2223.300461 1627.73217 1179.549651 1592.971375 1635.147806 962.6422885 1998.977463 554.7822915 2515.291141 599.2761093 818.0373805 1358.451877 490.358951 1812.196123 586.7622231 551.0744733 1383.016172 1535.500194 307.2854296 658.1377225 1459.489921 1142.934946 802.7426306 491.7493828 3022.335274 712.8280403 1441.414308 680.8481087 1328.789331 310.9932478 425.4721333 841.211244 716.9993358 40492.15512 867.6294483 543.658837 818.5008577 550.1475188 387.0035199 -0.463477269 -4.634772694 355.9505429 507.0441327 427.7895197 432.4242923 -3.244340886 808.7678351 304.504566 455.1346785 661.8455407 683.1654951 289.6732934 572.3944277 565.9057459 640.9890636 6658.777929 128.8466809 289.2098161 2742.395003 678.0672451 317.4819295 352.706202 152.4840216 368.9279064 367.0739974 3267.978226 1540.598443 724.8784493 305.4315205 1532.255853 140.8970899 104.2823856 179.8291805 237.3003619 388.3939518 95.4763175 893.5841754 80.64504487 357.804452 504.7267464 442.6207923 548.2936097 762.8835854 877.8259482 470.8929057 511.6789054 1254.632968 632.1829955 1169.816628 326.2879977 409.7139061 346.2175202 421.3008379 1598.533102 1114.199356 911.6597889 42533.30901 102.8919538 385.1496109 200.2221804 784.6670171 615.961291 1212.920014 408.7869516 420.3738833 649.3316544 450.0364286 393.0287244 519.0945417 343.9001339 357.3409747 1138.763651 496.8476328 144.6049081 1293.101582 475.5276784 664.6264043 376.3435427 317.4819295 411.104338 294.7715433 314.7010659 2220.519598 2652.94389 266.9629072 301.2602251 348.5349066 573.3213822 231.7386347 -1.390431808 155.2648852 -1.853909078 380.0513609 423.6182242 1007.136106 838.4303803 270.6707253 431.4973378 650.7220862 383.7591791 676.9323773 848.2612375 837.7824081 589.9580935 2913.114565 534.9442394 386.1448623 1309.853671 1109.184089 666.4535479 546.9948931 511.3668733 760.2390708 2202.125992 411.8179942 1053.122352 403.4349308 325.8915934 682.171792 970.3395997 516.606288 603.0566303 766.002427 1076.699718 1048.93082 1450.793926 -0.523941469 0 477.8346193 813.6811006 883.3653159 355.2323157 508.2232245 1079.319425 865.0273645 3726.795666 2323.156471 2211.556939 3249.484988 457.400902 302.8381688 589.9580935 1238.597632 546.4709517 552.7582493 439.0629506 453.7333117 1180.96407 529.1808832 718.3237533 521.8457026 356.8041401 555.9018981 585.7665618 614.5833426 454.7811947 3586.903293 1387.397009 5069.657649 1159.48247 1537.76821 437.4911262 995.4887902 953.0495312 3899.172409 1559.773752 542.8033614 371.4745012 2065.377269 652.3071283 580.0032056 4262.787788 176.5682749 338.9901301 156.6584991 369.3787353 333.7507154 2084.239162 587.8623277 657.546543 2605.036981 1565.013166 1108.660147 1807.074125 506.6514001 3051.435113 605.6763376 1183.059836 839.878174 651.2592454 537.0400052 606.2002791 633.4452354 465.260024 41282.92013 803.2022712 1102.896791 1226.023036 4089.887103 332.7028325 438.5390091 365.711145 381.9533305 260.3989099 587.3383862 369.3787353 939.9509945 499.840161 192.8104604 1419.357438 2084.239162 365.711145 934.7115798 512.9386977 326.9394764 225.2948315 633.4452354 805.2980371 2430.564472 618.7748743 780.1488466 499.3162195 858.2161254 441.682658 432.775653 1994.645171 475.2149119 9225.037436 1182.011953 598.341157 1198.77808 435.9193018 29.34072224 298.1226956 541.231537 420.2010577 540.7075955 426.4883554 475.2149119 487.7895072 1876.75834 691.6027384 474.167029 105.3122352 310.6972908 427.5362383 341.6098375 626.6339963 779.1009637 1524.145732 140.940255 471.0233802 602.0087473 242.0609585 673.7887285 1232.834275 780.1488466 -6.287297622 2.095765874 241.537017 562.1891957 550.1385419 330.6070666 337.9422472 2273.382032 1105.516499 791.1516175 488.8373901 1288.372071 489.3613316 645.4958892 513.4626391 672.2169041 221.6272412 619.2988158 239.4412511 509.2711074 534.4202979 343.1816619 387.7166867 2346.209896 915.849687 846.6894131 2706.681626 674.31267 439.0629506 540.7075955 1383.729418 385.0969794 3850.445852 562.7131372 412.3419357 827.8275202 5110.525084 440.1108335 849.8330619 581.5242159 448.59017 1458.291463 2088.60795 5243.67555 1597.200073 10581.94836 437.6368029 1858.089361 1932.273529 850.3795898 1485.67488 1202.380977 643.2613759 3188.425581 2357.463324 1488.662162 5042.5319 1662.422395 11175.4217 1228.768634 788.6424298 1722.665914 907.6358268 944.9768509 -0.497880322 1107.285836 1055.008402 859.3414356 1491.151564 0.497880322 752.2971664 748.8120041 795.6127544 605.4224714 811.5449247 2044.794482 619.8610007 442.1177258 493.8972793 2245.938132 938.0065264 1581.267902 1280.050308 4785.625654 2227.01868 1587.242466 852.371111 533.2298247 601.4394288 9525.944198 1382.613654 673.6320755 339.5543795 6054.722594 3985.034096 819.5110098 963.8963031 837.4347014 484.4375532 478.9608696 289.7663473 1126.205288 526.2595002 487.9227154 970.3687473 495.8888006 1030.612266 1944.222657 495.8888006 1138.652296 2134.91082 1227.274993 2287.760079 1985.048843 761.7568925 6170.728709 396.3127362 537.2128673 1395.060662 515.3061331 1182.963645 555.6344392 569.0772079 1569.816655 436.143162 620.8567614 1120.728605 962.4026622 532.7319444 1540.939596 807.0640018 495.3909203 2557.611213 586.5030192 1370.664526 531.2383034 393.3254543 726.4073896 442.6156061 421.2067523 642.2656152 -1.493640966 746.3226025 740.8459189 424.1940342 3967.608285 387.3508904 408.2618639 527.2552609 2724.401121 551.6513966 409.7555049 624.3419236 433.6537604 626.3334449 825.983454 359.4695924 426.1855555 1228.768634 1088.366384 1330.8341 1691.299453 827.477095 1296.480358 1551.395083 896.1845794 559.6174818 315.1582437 1046.046556 811.5449247 168.7814291 489.9142367 409.7555049 17.92369159 3561.337942 1549.901442 447.096529 341.5459008 719.4370651 259.3956477 371.9166004 800.0936773 1041.067753 612.3927959 2045.790243 448.0922897 1587.242466 494.8930399 457.5520158 348.5162253 1371.660287 443.6113668 857.8477946 1664.413916 899.1718613 410.7512655 459.0456568 1108.281596 723.4201077 1168.027235 1097.82611 453.5689732 615.3800778 741.3437993 607.4139927 -1.991521287 347.0225843 1191.42761 1185.950927 611.3970353 261.387169 1186.946687 0.497880322 928.5468003 509.3315693 344.5331827 834.9452998 985.305157 434.1516407 925.061638 406.768223 482.9439122 468.5053829 540.2001492 574.5538914 1116.745562 293.7493899 524.7658593 861.8308372 409.7555049 5939.71224 335.0734566 3880.977109 864.8181191 258.8977674 298.2303128 426.6834358 302.7112357 665.3027645 1092.188207 767.7758684 1377.980029 2833.201092 4717.367358 1980.460087 376.421301 848.6214829 1354.807719 1668.406314 3811.58751 3507.25784 761.5965857 1051.50793 1355.32266 769.8356293 1301.253937 2072.119446 1532.977036 793.0079392 1372.830627 4631.887281 2025.259886 -2.059760881 621.5328458 697.7439984 965.5129129 623.5926067 820.2997708 632.3465904 996.4093262 3469.667204 902.6902061 618.4432045 584.9720902 2030.409288 1551.514884 651.3993786 582.3973891 684.8704929 521.1195029 1279.626447 529.3585464 42.74003828 885.1822386 2115.889365 534.5079486 500.0069538 618.9581447 712.6772648 1536.066677 676.6314494 3517.556644 442.3336492 818.7549502 726.0657105 1373.345567 4520.660193 1779.118461 460.3565569 470.6553613 820.8147111 766.7459879 1720.930216 2291.99892 1673.555716 895.481043 682.2957918 678.17627 460.3565569 531.9332475 4275.548649 801.2469827 1911.458098 1770.879417 2661.211058 3300.251871 1037.089604 1170.974061 970.1473749 646.7649166 715.2519659 556.1354379 653.9740797 3878.014799 1157.070675 632.3465904 3246.698089 1660.16727 476.8346439 1589.62046 3912.000853 177.1394358 1296.619475 1108.666294 2593.753889 1342.449154 1315.672263 563.8595412 546.8665139 866.1294504 5270.928094 434.6095459 540.6872312 1120.509919 988.1702826 1369.226046 3794.594483 281.1573602 605.0547588 1684.884401 1409.906323 31453.06359 571.0687042 462.931258 529.8734866 542.7469921 578.7928075 914.0188909 424.3107415 381.5707032 1108.151354 1820.313679 615.3535632 6039.218903 423.7958013 2816.208064 486.1035679 305.8744908 285.276882 162.2061694 42.22509806 370.2420183 969.6324347 1559.238987 499.4920136 461.9013776 1539.671259 375.3914206 310.5089528 442.3336492 1372.830627 427.4003828 1298.164295 3398.090513 538.1125301 1128.234023 1924.331603 498.4621332 584.9720902 1145.22705 811.5457871 1041.209125 213.7001914 967.0577336 467.0507798 2336.283779 1557.694166 596.300775 254.3804688 203.9163272 474.2599428 4255.46598 432.0348448 666.332645 1117.420278 733.2748736 1290.955132 598.8754761 -3.089641321 481.9840461 414.0119371 1205.475056 860.465108 432.0348448 413.4969968 367.6673172 314.6284746 483.5288668 613.8087425 627.1971882 1823.91826 498.4621332 461.9013776 314.6284746 773.955151 1315.157322 1178.183224 7721.528602 612.7788621 317.7181159 305.8744908 563.3446009 426.3705024 411.437236 397.53385 299.180268 440.313718 1100.531532 3674.673268 1031.27438 1190.00975 562.1456423 974.1498675 1808.774378 6759.902454 921.0695686 3651.419042 677.40572 1538.823143 692.0659931 1695.536407 1859.327043 1002.45936 454.9739911 2541.78803 413.0152785 454.9739911 549.0019492 746.662872 -6.571846538 743.1241854 -3.03315994 762.839725 37461.54737 705.7152128 -0.505526657 -1.011053313 2532.183024 608.148568 794.1823777 905.3982422 470.6453174 387.7389457 623.8198944 328.0868002 2247.065989 761.323145 533.8361495 1217.813716 1037.846226 898.320869 552.0351092 1331.557214 408.9710653 419.5871251 405.9379054 3042.25942 1605.552662 1262.805589 347.2968132 386.2223657 709.7594261 2333.005521 1439.234392 2273.858902 117.2821844 545.9687893 761.8286717 4599.78705 665.7786069 672.8559801 673.8670334 389.7610523 1288.081921 1642.961634 395.8273722 429.6976582 531.8140429 784.0718446 383.1892058 381.6726258 1159.678151 322.0204803 445.8745112 801.7652776 472.667424 477.217164 533.3306229 371.5620927 414.5318585 821.4808172 395.3218456 2439.166119 926.6303618 1174.84395 556.5848491 334.1531201 709.7594261 539.3969427 861.9229497 504.5156034 1339.64564 509.0653433 530.2974629 587.4219751 587.4219751 336.1752267 290.6778276 498.9548102 528.2753563 558.6069557 519.1758765 340.7249666 5052.233407 1021.669373 824.0084505 1251.178475 360.9460329 962.0172278 493.8995436 2738.4379 737.0578655 457.5016243 197.6609228 717.8478526 708.2428461 296.2386208 229.5091022 341.2304933 6348.909282 536.8693094 411.4986986 116.7766577 395.8273722 322.0204803 517.6592965 419.5871251 108.1827045 500.9769168 96.55559144 596.5214549 367.0123528 570.7395954 445.3689846 216.3654091 1938.694729 585.9053952 303.8215207 419.0815984 1303.247721 1382.615406 307.8657339 630.3917409 304.3270474 521.1979831 1020.152793 488.3387504 366.0012995 1463.499671 819.9642372 414.5318585 200.1885561 655.1625471 302.3049407 442.3358246 2718.72236 503.5045501 558.101429 474.184004 1047.956759 2920.427496 338.70286 440.313718 931.6856284 273.9954479 1.011053313 795.193431 -1.011053313 351.8465531 277.5341345 338.1973334 407.4544853 143.0640439 635.4470075 499.9658635 595.004875 155.1966836 273.4899213 474.184004 519.1758765 540.407996 529.2864096 276.5230812 258.3241216 283.6004544 273.9954479 10338.02013 564.1677489 576.8059153 2656.542581 437.2805581 265.4014948 206.7604026 467.6121575 666.9256152 579.0735663 1044.582289 2783.945721 505.1492812 1677.224178 1081.544431 1677.224178 577.4665166 735.493068 202.4882591 6873.351461 1812.21635 1920.424362 1852.392592 2605.563207 1830.965263 835.6658311 1334.386914 662.6401494 697.459559 1068.688034 1498.841664 533.5404921 453.1880084 1184.395611 632.6418888 341.2302144 518.5413618 1380.455671 1065.473935 2168.445695 1675.617128 462.2946232 885.484371 10953.1149 62605.29851 663.1758326 1209.572722 943.3381593 602.6436282 995.8351154 737.6358009 977.6218857 537.8259579 631.0348391 669.6040313 751.0278815 2843.406559 778.347726 629.4277894 440.8672942 401.7624188 6441.590781 1609.728091 401.7624188 796.0252724 916.553998 1177.967412 1170.467847 5013.994986 1444.737658 1853.463959 983.5144012 864.057042 680.853379 1092.793779 1751.148463 3170.709009 1330.101448 -0.535683225 1678.831227 1473.128869 572.1096843 629.4277894 2250.405228 1019.94086 1150.647567 685.1388448 490.1501509 625.1423236 805.1318872 588.1801811 971.193687 578.0021998 917.6253645 540.5043741 1245.999181 1006.54878 1469.379086 481.0435361 2151.303832 903.1619174 1065.473935 854.4147439 264.6275132 1174.217629 2756.625876 3033.03842 1015.119711 479.9721696 434.9747787 377.1209904 53.5683225 1020.476544 314.4460531 -7.499565151 1589.907812 1222.42912 623.5352739 395.8699033 668.5326649 374.9782575 1001.191948 746.7424157 1640.797718 927.8033458 869.4138742 1949.886939 787.4543408 314.9817363 674.4251803 2184.516192 646.5696526 5588.783087 1265.283778 516.3986289 1662.225047 424.7967975 537.8259579 1257.784212 152.1340359 264.6275132 14.46344708 485.8646851 122.6714585 1849.178493 1226.178902 653.5335346 382.4778227 550.1466721 474.0796542 1692.223308 1759.183711 462.8303064 822.8094337 810.4887195 2585.207244 661.0330997 483.186269 578.0021998 2462.535786 2009.347777 654.604901 403.9051517 505.1492812 595.144063 2462.000102 1038.689773 1039.76114 1582.408247 333.194966 1008.691513 824.4164833 558.1819205 1163.503965 854.9504272 637.4630378 1752.755512 622.9995907 610.6788765 568.3599018 2366.648488 581.2162992 1210.644089 1992.741597 356.2293447 276.4125441 364.8002763 1940.780324 700.1379751 371.228475 725.3150867 354.0866118 791.7398066 2910.366962 730.671919 406.0478846 635.8559881 448.9025426 729.6005525 860.3072594 442.4743439 1218.679337 487.4717348 861.9143091 1256.177163 202.4882591 344.4443137 408.1906175 2231.747466 500.4328738 893.6686088 561.3036108 1766.867412 1963.48528 4006.156386 1788.953255 1189.942108 1071.432708 1233.036435 2548.490771 1940.322079 1592.874066 944.8431223 131.4376977 516.5932464 663.6526378 2405.740812 3979.76111 597.3951098 5464.36068 492.8913665 1038.034605 527.3668282 408.3187495 1050.962903 556.9941781 858.654468 95.88487786 564.5356854 -2.154716356 1309.528866 972.3157558 303.2763272 645.8762278 513.3611719 1438.811847 808.0186337 1045.576112 773.5431719 5174.55133 1294.98453 2228.515392 1109.140244 600.0885053 822.5629691 646.4149069 844.6488117 406.1640332 886.6657807 485.3498593 426.6338386 622.713027 824.7176854 688.970555 1091.902514 1095.134588 1715.692899 787.5488283 2010.88904 1402.720348 1180.784563 831.7205136 3323.111301 785.932791 595.7790725 636.7186833 1199.099652 700.2828158 4265.261028 2100.309768 716.4431885 752.5346875 1669.366497 1584.79388 2095.461657 1117.220431 1079.512895 3010.13875 1694.684414 3110.87174 2643.29829 612.4781243 446.0262858 3799.303615 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3310.390555 2017.515213 274.723315 360.542613 648.4688969 1543.731751 2224.700264 423.0028121 523.0406921 987.683637 770.7086859 619.1098961 992.2385302 964.8529424 659.6992495 941.8686098 622.0440663 616.6647544 725.2290489 404.4264487 1829.944101 5019.876054 1225.505055 1699.37353 1806.47074 558.9594086 969.7432259 217.6176175 1902.809325 602.9719605 654.3199376 649.4296541 850.4203076 751.6365801 950.6711201 -0.978056708 6.357368602 811.7870676 705.6679148 2199.160508 63198.11224 1853.90649 517.3919985 1499.849962 579.4985995 1158.508171 1227.950197 690.9970642 -1.956113416 324.2257987 -4.89028354 648.4515974 1722.846891 7955.024234 1499.849962 1053.856103 1006.420352 675.8371852 1431.385992 1523.812351 411.2728457 4374.358626 520.815197 365.3041804 989.3043601 409.3167323 563.3606638 478.2697302 834.2823719 1562.445591 4032.038779 708.1130566 7724.691879 882.2071506 3076.966403 317.8684301 1271.962749 1158.997199 471.9123616 3482.859937 3138.583976 1343.360888 1364.878136 905.1914832 134.4827973 697.8434611 1727.737175 1402.044291 1997.680826 2513.605739 1542.884457 1087.599059 714.9594535 430.8339799 1488.60231 -0.978056708 697.3544328 676.3262135 412.2509024 906.6585683 665.0785614 599.548762 545.755643 552.60204 453.3292841 697.8434611 678.7713553 340.3637344 877.316867 275.8119916 -0.978056708 314.93426 457.7305393 446.9719155 1138.458008 598.0816769 478.2697302 185.3417462 496.3637793 379.975031 402.4703353 319.3355151 1007.398409 1036.251082 613.7305842 1114.984647 430.8339799 425.454668 560.915522 950.6711201 1584.451867 873.4046402 2924.878585 1316.953357 408.8277039 1261.204125 47.92477869 438.1694052 637.6929736 1557.066279 631.335605 575.0973443 103.1849827 35.69906984 1715.511466 500.7650345 539.8873028 2401.129218 498.8089211 1025.00343 9798.1721 771.1977142 2208.941075 306.6207779 512.9907433 -2.44514177 449.4170573 446.4828872 1101.291853 539.8873028 534.0189625 370.6834923 277.2790767 740.3889279 230.8213831 778.5331395 986.8592183 1131.122583 1196.652382 927.6867875 689.5299791 3766.985411 779.5111962 1986.922202 300.7524377 793.6930185 500.2760061 1204.965864 0 0.978056708 1626.019277 614.2196126 468.4891631 426.921753 562.8716354 1270.495664 5709.406033 357.9687551 1221.592828 1181.492503 821.5676347 2433.894118 613.7305842 418.1192426 703.222773 995.6617287 2036.314066 327.6489972 426.4327247 381.4421161 506.6333747 437.1913485 889.5425759 357.9687551 516.4139418 -7.576412745 524.3959964 184.5397676 947.0515931 653.7361854 918.9106315 536.8429602 677.5477683 3019.200479 2431.487319 1132.673705 3433.738491 533.0547538 955.1691782 1128.885499 1193.285007 1968.243797 1099.662193 1633.258119 556.3251644 505.9961369 708.935764 517.360756 671.5948726 526.0195134 -3.788206373 -6.494068067 8.658757423 756.0177575 25884.27297 737.617898 1878.950361 699.7358342 708.935764 4423.001526 505.9961369 1463.871177 2026.690409 1049.874338 639.6657046 82.25819552 2386.028842 791.7351319 2376.828913 8570.546332 815.0055424 423.7379414 974.1102101 385.8558777 1350.766158 488.6786221 937.8516634 735.4532086 2134.383705 675.9242513 1363.213122 955.7103505 12489.71641 657.5243918 525.4783411 687.2888704 1236.037622 1094.250469 2861.719328 4655.705632 4860.268776 775.4999617 840.9818147 1746.363138 1581.846747 688.3712151 1425.447941 625.5952238 576.8897133 728.9591405 1203.567282 1052.039027 934.063457 916.2047698 1586.176125 3563.07868 757.6412745 1162.438184 1533.141236 700.8181789 533.0547538 1148.367703 1037.968546 832.8642296 1237.661139 1380.530637 1027.145099 3265.433893 654.2773578 845.3111934 2762.143618 725.1709342 774.417617 736.5355533 732.2061746 742.488449 731.6650022 769.547066 809.0526467 843.6876764 680.25363 583.3837814 602.3248132 3694.583558 1615.399432 304.1388545 2229.630036 386.39705 1253.896309 435.1025605 1258.76686 234.8687951 1337.778022 2206.359626 1656.528529 1583.470264 679.7124577 1246.861069 622.3481898 651.0303237 276.5390652 443.7613179 192.1161803 382.0676713 412.3733223 31.38799566 22.72923824 670.5125279 500.0432412 659.6890812 641.2892216 770.6294106 938.3928357 461.6200051 -5.952895728 1107.238605 1216.555418 702.4416959 701.3593513 444.8436626 333.3621608 1965.537935 873.452155 576.348541 1319.378162 1808.597957 613.14826 585.0072984 3296.821889 889.6873252 711.1004534 4989.608965 806.346785 456.7494541 581.219092 2118.148535 770.6294106 720.3003831 713.806315 615.8541217 1135.379567 608.8188813 668.8890109 1569.940955 1647.3286 686.7476981 502.7491029 675.9242513 3641.007496 622.3481898 176.9633548 434.0202158 250.5627929 337.1503672 776.5823064 2252.900447 756.0177575 645.077428 1185.167422 1359.966088 225.6688653 2027.231582 2099.207503 575.2661963 449.7142137 1303.142992 781.9940298 334.9856778 591.5013664 798.7703723 588.7955048 470.2787625 2606.11126 1494.266384 568.9280898 805.2435512 8555.505195 938.0672298 1124.573812 780.3391115 897.6666942 1373.618209 1261.824946 946.9221417 685.1488085 1034.364397 1339.858857 1701.803381 610.9889213 606.0080334 2720.671682 1159.440027 2499.298885 952.4564616 2360.387454 425.0357714 782.5528395 34783.75425 1120.146356 561.7334739 1063.696292 758.2018317 769.2704716 675.7404646 539.5961941 2606.11126 994.5172931 3.320591964 690.6831285 1026.616349 1109.631148 2464.986101 1902.699195 1017.208005 945.2618457 487.5735867 904.8613101 811.3313031 979.5746293 3232.596277 535.1687382 958.5442135 767.0567436 5187.871511 545.683946 1130.661564 398.4710356 1003.925637 13238.0933 1098.562508 408.4328115 1412.358449 4310.128369 377.9940519 452.1539391 1752.719125 894.3461022 3174.485917 1958.042395 2160.045072 5420.866381 1025.509485 837.3426069 1162.760619 1142.283636 608.2217614 1110.738012 1131.214996 2259.662831 1551.823311 1715.639181 2996.834247 804.1366872 917.590246 4340.567129 903.7544461 895.4529662 1682.433262 28009.74665 988.9829732 2765.499674 5707.544154 1596.097871 729.9768 770.3773356 877.1897104 686.8091045 1836.287356 -1.106863988 683.4885125 4963.731554 6995.380404 536.2756021 1566.212543 1614.914558 651.3894569 754.8812398 431.1235233 996.1775891 487.0201547 883.8308943 918.69711 4883.483915 911.502494 1768.768653 693.4502884 638.660521 863.9073426 479.8255388 852.8387027 754.8812398 797.4955033 2436.207637 735.51112 2579.546524 1558.464495 1261.271514 5793.326113 630.3590411 2189.376968 64.75154329 982.8952213 581.1035937 861.1401826 1809.72262 299.9601407 1472.682536 6052.885718 891.5789423 401.2381956 906.5216061 577.7830017 1288.943114 1693.501902 650.2825929 1123.466948 787.5337274 1212.016067 532.9550102 379.1009159 544.5770821 1427.854544 767.6101756 565.6074978 3413.015107 456.027963 1555.697335 1091.367892 997.2844531 802.4763912 2587.848004 616.5232413 581.6570256 1172.168963 590.5119375 1359.782409 1288.943114 1250.202874 5766.207945 1725.047525 1669.150894 938.6206617 1032.704101 773.6979275 722.7821841 398.4710356 353.0896121 1017.208005 843.4303588 3399.732739 668.5458487 464.3294429 360.8376601 529.0809862 607.1148974 420.0548834 538.4893301 447.1730511 1907.126651 14643.81056 1320.488738 474.8446508 1.660295982 -0.553431994 713.3738402 1981.286538 869.4416625 9990.000923 410.0931075 300.5135727 893.2392382 737.8122819 435.6908733 691.6990143 672.0876246 499.2953804 579.3310518 1359.546338 1067.495643 775.4449486 2385.699052 765.3742349 937.6364416 4645.779203 649.2960096 585.1614649 1552.48001 1250.358601 611.1333053 455.302263 416.0794837 409.1889954 567.1401879 529.5075213 -0.530037559 3313.794818 861.3110331 547.5287983 -0.530037559 1117.319174 2706.901813 444.1714743 3117.680921 2504.957503 428.2703475 3421.92248 1016.082 4060.087701 3252.840498 1396.11893 2522.448742 1241.347963 747.3529579 2676.689672 863.9612209 4627.227888 883.042573 1838.170254 565.5500753 409.1889954 3632.877428 1280.570742 588.3416903 317.4924977 727.7415683 918.0250519 351.9449391 1440.112047 234.276601 2044.354864 2109.549484 6096.492002 762.1940096 1566.791024 2686.230348 658.8366856 557.0694743 2247.889287 539.0481973 1107.24846 2015.732836 541.6983851 3659.379306 863.9612209 2287.642104 1013.96185 331.8035118 124.5588263 4466.626508 445.761587 4363.269184 2089.938094 2516.088292 14775.85703 1395.058855 865.021296 627.0344321 500.8854931 536.9280471 1185.163982 1153.891766 847.000019 571.3804884 926.5056528 646.6458218 9191.381307 1093.467484 1777.745972 1047.354216 808.3072772 2711.672151 1003.891136 922.2653523 9662.584697 710.2503288 607.95308 487.1045166 546.4687231 872.9718594 1951.068254 997.0006481 140.4599531 626.5043945 855.4806199 411.3091456 1591.702789 404.4186574 383.7471926 950.357343 437.8110236 515.1965072 331.8035118 436.2209109 894.1733617 207.2446855 525.7972583 484.4543288 921.7353148 112.898 843.8197936 1800.537587 80.56570894 85.86608453 245.9374273 395.4080189 3284.642752 456.3623381 1159.722179 623.3241692 578.8010142 2195.945606 2171.033841 472.2634649 1126.329812 550.1789861 619.6139063 986.399897 595.7622161 1571.561362 1436.931822 637.1051457 763.2540847 1318.203409 1755.484395 3053.546376 486.0444414 -1.060075118 -2.120150235 500.3554555 2337.465634 599.472479 0 -0.530037559 550.7090236 375.2665916 650.8861222 957.2478312 1517.497531 703.8898781 735.1620941 690.6389391 5580.235419 887.812911 557.0694743 1721.031953 800.8867514 2038.524451 303.7115212 448.9418123 580.9211645 722.4411927 3389.590189 855.4806199 1522.267869 2484.816076 1422.09077 3413.441879 2192.765381 1638.346094 518.9067701 611.6633429 737.8122819 2921.567024 654.0663476 332.8635869 646.5948012 712.1386025 891.6037726 431.2365971 1351.970948 618.5046007 869.2356499 948.3043625 700.1742578 3274.589118 600.2979892 1494.502706 3596.586046 1009.166464 1354.051704 556.0819328 658.038957 976.3945631 392.2224297 8478.038673 621.1055452 759.9959812 746.4710698 891.0835837 1728.067522 1566.808963 743.8701253 1497.103651 441.1201862 575.3289221 1321.799992 679.8868907 453.0845309 1376.419826 704.335769 612.2623339 1175.626911 789.1265595 824.4994046 637.231401 636.7112121 982.116641 895.2450949 1549.122541 -3.121133393 1174.586534 1617.267286 567.5260886 381.2984628 2066.710495 492.6188872 638.2717788 1308.795269 1546.001407 1522.592907 877.0384834 337.0824064 624.7468675 413.5501746 427.0750859 1167.824078 38257.81275 829.7012936 2817.863265 14147.05729 1083.553476 1303.073192 3247.019106 1299.431869 9653.665584 5363.147547 735.5471029 711.0982247 1285.386769 907.7296284 4447.094896 1517.391018 3149.743782 2216.004709 1771.2432 1237.009201 1178.227856 1110.603299 783.4044816 1481.497984 1138.6935 2312.759844 563.3645774 767.7988146 698.6136911 1821.181335 1077.311209 1739.511678 1155.339544 548.7992882 767.7988146 -6.242266786 1714.54261 -4.161511191 532.1532435 1028.933642 636.1910232 927.4968066 530.5926768 496.2602095 661.6802793 6015.464426 1656.801643 769.3593813 1183.949934 1178.748045 588.3336446 624.2266786 560.243444 457.2460421 1674.488065 4357.622405 753.2335255 10668.03394 680.4070796 2231.090187 1074.710265 3507.633745 2265.422654 773.5208925 3292.795729 616.4238451 802.6514709 15.60566696 1035.696098 822.9388379 902.0075505 711.0982247 262.175205 404.1867744 397.9445076 1707.780155 1439.362683 537.3551325 572.2077887 1120.486888 584.1721334 799.5303375 652.3168791 1539.238952 693.931991 692.3714243 557.6424995 465.0488755 457.766231 1014.368353 635.6708343 4900.699616 834.9031826 922.8151065 1036.736475 784.9650483 445.2816974 700.6944467 680.4070796 1391.505304 8688.715177 739.1884252 1185.5105 868.1952721 2444.367636 2355.935523 763.6373035 804.7322265 510.3053097 354.2486401 1907.012503 394.8233742 570.1270331 416.6713079 1699.457132 614.8632784 395.863752 734.5067251 2778.849097 264.7761495 188.3083814 344.8852399 1122.047455 1708.820533 1116.845566 528.5119212 828.6609158 23506.29596 1214.641079 719.941436 435.9182972 918.6535953 850.5088496 2377.783456 1613.105775 616.4238451 779.2429704 1090.836121 -2.080755595 241.6552806 432.345348 594.975916 526.2587746 510.2247749 2649.618444 760.4696982 3664.341565 903.6304095 801.1273402 1634.32268 1089.739334 648.8043434 5118.281749 2408.535806 1677.270893 1.717928535 645.9411292 0.572642845 2287.708166 1123.525262 889.8869812 3333.354001 4998.026752 809.7169829 610.4372728 637.9241294 595.5485588 968.339051 909.9294808 872.135053 1951.566816 1130.969619 951.7324085 948.8691942 2379.903664 2056.360457 1350.864471 1392.667399 724.9658418 1042.782621 1653.219894 1015.295764 1425.880684 672.8553429 1575.340467 548.0192027 690.0346283 950.0144799 1052.517549 1300.471901 1548.426253 1055.380763 539.42956 1406.98347 668.2742002 1115.508262 1647.493465 1892.01196 603.5655587 1543.84511 1613.134894 2311.186523 1536.973396 1786.645677 923.1002662 777.6489836 4548.502118 1889.721389 765.050841 1147.576261 1117.226191 1142.422476 880.7246957 3974.713987 741.5724843 1343.992757 2892.41901 1157.31119 2864.932154 6175.380441 951.7324085 1830.166533 1337.121043 1318.796472 944.8606943 1467.683612 3124.912005 1466.538326 2249.341095 3382.601286 1425.880684 965.4758367 1136.123405 1050.226978 -2.29057138 1419.581613 2240.17881 849.801982 1187.661261 671.7100572 2428.578306 1106.918619 1480.281754 526.2587746 1530.674325 734.7007702 840.6396965 1608.553752 1546.708324 48666.05219 850.9472677 580.6598449 545.7286313 1087.448763 247.3817091 103.0757121 732.4101988 904.7756952 939.1342659 747.8715556 1067.406263 1130.969619 695.1884139 2554.559732 753.0253412 743.8630557 166.0664251 317.816779 960.3220511 1443.05997 994.107979 1701.321893 837.2038395 759.3244125 636.2062008 558.8994168 1057.098692 831.477411 708.3591993 610.4372728 813.7254828 2836.300012 731.837556 1019.304264 759.3244125 967.7664081 1015.868407 2298.015737 902.4851238 11098.96362 557.1814882 1995.660315 1912.05446 1163.610261 422.0377768 1429.889184 864.690696 2563.149374 778.2216264 -1.14528569 433.4906337 -8.016999831 1.14528569 -1.717928535 -4.008499915 898.4766239 1666.390679 1184.225404 700.9148423 1506.623325 2477.825591 972.3475509 679.7270571 817.1613399 401.4226344 538.2842743 3715.879421 484.4558469 447.8067048 620.744844 727.2564132 1451.076969 1212.284903 4107.567127 1152.157404 5791.709735 1126.961119 840.6396965 2011.694315 3909.432703 1313.642687 468.4218472 1182.507475 1356.018257 538.2842743 3605.931995 945.4333372
1 Alzheimer's Disease serum (PD vs. AD) sample 2 GSM734834 UNK Female 8 Alzheimer's Disease 938.4454063 6746.887199 426.7446667 879.0252629 1986.400664 2042.383278 461.1199563 634.4696311 1739.88073 842.685671 695.8540768 677.6842809 1375.993735 2453.413527 360.9405409 1550.325561 945.8115398 -0.491075566 934.0257262 5237.811985 1870.997906 380.092488 356.0297852 -1.964302263 356.0297852 809.2925325 2192.161326 1.473226698 1376.484811 889.3378497 158.1263322 677.6842809 -3.437528961 515.6293441 -1.964302263 538.7098957 165.0013901 691.4343967 928.623895 864.7840715 758.7117492 432.6375735 753.8009936 812.2389859 738.0865755 445.4055382 1280.725076 820.5872705 508.7542862 564.7369007 562.2815229 333.4403092 344.2439717 732.1936687 1084.785925 832.3730841 936.9721796 672.7735252 4422.626546 1204.117287 25403.8301 3404.135822 537.7277446 574.0673365 965.4545624 759.2028248 690.9433211 880.9895651 414.4677776 264.68973 425.7625156 1684.880266 1656.397884 438.0394047 1118.670139 3336.85847 598.1300392 2622.834597 3488.60082 6388.893112 541.6563491 718.4435528 890.3200009 453.7538228 -0.491075566 -2.455377829 485.6737346 1319.520045 670.3181474 1893.587382 1233.090746 3963.470892 2018.320576 3710.0759 2198.545308 2528.548089 677.6842809 746.4348601 471.9236188 707.1488148 1136.348859 398.7533595 1804.211629 305.9400775 914.3827036 832.8641597 547.0581804 400.2265862 558.3529184 274.0201657 352.1011807 608.4426261 428.708969 1732.023521 -3.928604527 395.3158305 196.4302263 589.7817546 1083.312698 687.9968677 424.7803645 1020.946101 5744.601969 494.5130948 645.2732935 448.3519916 366.8334477 9822.984544 807.3282302 14.73226698 5524.600116 416.4320798 415.4499287 217.5464757 178.2604304 1524.298556 369.7799011 359.9583898 384.5121681 698.3094546 366.3423721 1507.601987 463.0842586 1122.107668 357.5030119 689.4700944 397.7712083 145.8494431 585.8531501 1732.023521 1023.892555 580.9423944 1078.893018 226.8769114 152.2334254 412.9945509 423.3071378 197.4123775 554.9153894 366.8334477 362.9048432 0 518.5757975 575.0494876 900.6325878 810.7657592 260.7611255 815.6765149 484.6915835 535.2723668 365.8512966 404.6462663 285.8059793 507.2810595 485.6737346 710.0952682 352.5922563 4922.541472 144.8672919 554.4243138 225.8947603 140.4476118 6398.223547 2435.734807 440.003707 403.1730396 502.8613794 472.9057699 242.5913295 129.6439494 326.0741757 171.3853725 82.99177063 150.7601987 413.976702 511.7007396 199.8677553 359.9583898 20250.48311 387.3587311 643.9899204 407.6190882 695.6055919 331.883944 323.6833233 663.767888 1640.124142 941.6242132 926.1877507 108.537627 151.9526778 516.6391047 74.77036529 508.9208734 495.4139687 402.3128042 -9.165399616 -2.894336721 1758.791947 2143.256342 2009.634463 632.4125735 435.115287 728.8904642 356.4858061 415.8197089 598.6453118 431.7385609 308.7292502 316.4474815 342.9789014 873.6073002 623.7295633 547.0296402 39219.70974 416.7844878 148.5759517 471.7768855 1485.277127 882.2903104 555.2302609 1898.684889 4971.505707 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863.2150034 691.1098314 1074.581668 1120.834933 8192.206188 1126.213219 787.9189906 495.8780269 378.0935498 1873.79506 1388.673607 415.7415562 134.4571656 8569.761909 2797.784703 514.1642014 554.5013511 1740.951381 10819.4992 414.1280702 434.0277307 643.2430804 544.8204352 394.2284097 743.2792117 378.6313784 749.7331556 753.4979562 261.9225587 2226.072834 822.8778537 1529.584716 11048.07639 745.4305263 802.9781932 1765.153671 229.6528389 424.8846434 1388.673607 468.9865937 1109.540531 488.8862543 724.4552085 510.3994008 396.3797243 599.1411301 860.5258601 719.6147505 494.8023696 591.0737001 635.7134791 455.5408772 2067.413379 617.4273046 923.4518136 442.6329893 366.7991479 437.2547027 365.1856619 385.0853224 876.66072 -1.075657325 403.9093256 796.5242492 330.7646275 2146.474192 376.4800638 316.7810822 462.5326498 960.5619913 361.9586899 264.611702 662.0670836 324.3106835 423.2711574 595.3763294 306.5623377 444.2464753 1208.501005 724.9930371 375.9422351 2010.941369 640.0161084 613.662504 799.7512212 885.8038072 627.1082205 2109.364015 501.2563135 699.71509 64.00161084 503.9454568 165.1133994 10.21874459 3125.322358 1212.265805 633.5621645 176.4078013 717.4634358 129.078879 372.1774345 759.4140715 804.5916792 505.0211141 822.340025 291.5031351 1689.319829 1603.267243 268.9143313 349.050802 956.259362 360.8830326 532.9882046 1129.440191 843.3153429 509.8615721 372.7152632 744.8926976 662.0670836 728.7578378 899.7873525 397.4553816 475.4405377 639.4782798 1417.716354 -1.075657325 83.90127136 1382.757491 861.0636888 432.4142447 88.74172932 892.2577512 -2.689143313 111.8683618 391.0014377 190.3913465 599.1411301 516.8533447 398.531039 545.3582638 287.7383345 726.6065231 474.902709 768.5571588 513.0885441 438.33036 303.8731943 672.8236569 1217.644092 333.9915994 8003.428327 249.0146708 6201.702308 865.3663181 167.2647141 193.0804899 179.6347733 139.2976236 636.9147152 691.9841971 510.0880295 963.4378049 3670.18628 3068.872038 2566.571612 327.6356046 681.971564 1213.197374 1061.339106 2845.812823 8465.681266 597.4204402 1464.069459 784.8791817 1162.577952 1045.207642 3090.566076 1241.010244 623.0082803 871.6553351 2959.845589 8171.421105 -3.337544359 503.4129408 418.3055596 733.7035016 423.3118762 755.9537973 2375.219069 583.5140054 1980.27632 649.1523778 554.0323636 269.2285783 1879.593731 1607.583866 573.5013723 638.5834873 656.3837239 456.6873198 1072.464254 483.943932 394.3864917 620.7832508 5098.099008 419.4180744 384.3738587 788.2167261 386.0426308 1624.827845 570.163828 5672.156638 879.4429386 604.6517864 592.4141237 710.3406911 2932.588977 648.039863 340.985782 505.6379704 510.6442869 767.6352025 716.4595224 7498.34966 1595.346204 1286.067093 471.7062694 657.4962387 510.6442869 451.1247458 2716.761108 346.5483559 4977.947411 1215.422404 1553.626899 2186.647812 2450.870074 663.61507 575.1701445 550.6948192 539.013414 422.1993614 534.0070974 2757.924155 673.6277031 628.5708543 6202.826191 1021.288574 457.7998346 878.3304238 2813.549895 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332.6419211 108.4701917 273.12238 406.6241544 490.6190208 927.8373318 301.4915071 343.2108116 441.1121128 433.8807667 4033.422358 1565.864562 19585.82281 533.45084 211.9340668 325.410575 447.2309441 380.4800569 223.615472 321.5167732 51.17568017 393.7298194 581.0381801 2003.052673 575.0312064 1083.439614 557.5563739 522.0606204 2094.249455 1355.937783 550.4572232 1059.957808 484.3805129 1184.465989 597.966924 5851.338439 1446.588477 991.1506549 109.7637915 866.6424735 405.1976782 453.7995561 370.7941018 477.8274507 -1.09217703 873.7416242 2.18435406 850.8059065 39732.85427 759.063036 0 -0.546088515 1239.074841 464.1752378 587.5912423 644.9305363 461.4447953 394.2759079 647.1148904 172.5639708 1964.280389 607.2504288 626.3635268 543.9041611 7875.142476 1045.759506 539.5354529 891.2164567 431.9560155 401.3750586 304.7173914 1047.943861 1027.738585 494.7561947 166.5569971 428.1333958 541.1737185 1081.801348 1668.846502 1408.36228 385.5384917 379.531518 498.0327258 5324.363022 457.6221757 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1311.655749 721.5900133 850.1251026 380.8225671 -3.58702575 10.16323962 500.9879297 1213.610379 1584.269706 1624.922665 844.1467264 376.0398661 526.0971099 527.3333729 668.7571982 461.4882721 785.5606815 413.3927201 2265.071469 973.9349265 2265.071469 668.1846321 2424.81741 629.2501377 750.6341497 690.5147098 592.0333416 482.1006515 862.8571042 1712.545188 434.0050995 337.8139957 401.9413983 348.1201854 529.0510712 484.9634819 -1.717698283 3694.769007 712.8447875 438.0130622 2.862830472 554.8165455 1627.23284 363.5794699 1956.458344 1461.761239 861.1394059 1975.925592 839.3818944 3402.187733 1636.966464 6729.941873 1706.819527 547.9457523 630.3952699 2551.354517 654.4430459 3786.379582 16138.9205 939.0083948 553.0988472 297.161803 1875.153959 1062.110105 434.0050995 282.2750845 782.697851 500.4227665 224.445909 736.3199974 558.8245081 4941.245395 2275.377659 2584.56335 578.8643214 911.5252223 1392.480742 630.3952699 503.8581631 3914.634387 656.7333103 902.3641647 3502.959365 290.2910099 1085.585315 421.4086455 905.2269952 1577.41959 330.3706365 117.9486154 3289.392212 494.1245395 3052.922415 2022.876011 1661.01424 10148.16146 746.053621 410.5298897 563.4050369 519.8900137 479.8103871 1226.436574 766.0934343 629.8227038 574.8563588 805.6004948 702.5385978 1161.736605 1004.853496 1666.167335 738.6102618 608.0651922 805.0279287 553.0988472 479.8103871 3457.726644 538.7846948 536.4944304 648.7173849 590.3156433 764.375736 1300.2976 850.8332162 130.5450695 510.7289562 4002.237 389.3449442 304.0325961 479.8103871 408.8121914 807.3181931 455.190045 576.574057 497.559936 238.1874953 479.8103871 330.9432026 697.958069 1676.473524 204.9786618 143.7140897 1035.199499 950.4597167 133.4079 174.6326588 262.8078373 429.9971369 3402.760299 502.7130309 1037.489763 585.7351146 641.8465918 1114.786186 1019.167648 234.1795326 2916.079119 673.9102931 439.7307605 1374.731193 18572.89897 1437.140897 4182.595319 4554.763281 642.991724 960.7659064 1461.761239 2566.813801 605.2023618 -3.435396566 318.9193146 369.3051309 1974.207893 759.7952072 0 -5.153094849 539.3572609 801.019966 524.4705425 917.8234493 1307.168393 678.4908218 864.5748025 845.6801214 6464.271206 556.5342437 609.7828905 9679.229825 622.3793446 975.6526248 490.1165768 506.1484274 350.9830159 837.09163 977.9428892 638.4111952 1464.051503 2839.355262 780.4075866 2429.397938 1697.085904 1336.369264 589.1705111 685.9341811 624.669609 7100.964703 680.7810862 462.6334043 631.0442558 491.1243807 606.3194586 313.5553827 4303.238567 462.4660931 725.4480269 486.0670359 564.1749179 2450.002632 156.2157641 1432.352456 1974.612213 672.0649421 708.5902106 369.7481036 536.0785575 625.9869109 255.1149529 161.8350362 379.3008661 559.6795002 523.7161589 642.8447272 931.1133854 1092.386494 322.546218 1715.001842 863.6821204 686.1131223 944.0377112 2056.653585 443.360568 1063.728207 654.6451986 547.3171016 1093.510349 554.0602281 893.4642624 686.6750495 552.3744465 727.1338085 878.2922278 1251.973822 10.67661697 7767.519811 653.5213442 566.4226267 151.7203465 962.0193819 293.8879303 889.530772 1527.880081 2413.477363 1213.762772 1013.716685 184.8740518 461.9041659 289.3925127 333.222835 751.8586057 43416.18195 492.8101624 1589.130147 10559.73611 1268.831638 676.5603597 2299.968067 675.9984325 6291.89896 1092.948422 1756.584456 716.4571916 2238.718001 752.9824602 14771.38055 1789.176234 2718.04191 2058.339367 1756.584456 693.418176 585.5281519 723.7622453 546.7551744 1024.393302 769.2783492 997.4207961 3936.862027 753.5443874 573.7276805 1484.611686 1153.63656 1418.866203 735.5627167 539.4501207 617.5580028 -4.495417673 906.9505155 8.428908136 298.383348 1128.911763 586.0900791 827.718779 1713.31606 321.9842908 473.7046373 1503.717211 1090.138786 468.6472924 701.8470841 777.1453302 587.2139335 723.2003181 560.8033547 247.247972 1103.063111 3184.441494 631.0442558 2034.738424 624.3011293 945.1615657 681.0557774 789.5077288 1314.909669 758.039805 2729.842382 575.4134621 537.2024119 11.80047139 672.0649421 604.0717498 379.8627933 553.4983009 171.949726 377.6150845 124.1859132 1713.31606 1055.299299 442.2367135 447.2940584 729.9434446 524.8400133 438.8651503 490.0005263 1631.836615 558.5556458 800.1843457 668.1314516 428.1885333 435.493587 738.3723527 510.7918331 3592.400648 541.1359023 624.8630565 631.0442558 786.6980927 497.30558 629.3584742 590.5854967 974.9437077 4278.51377 731.067299 717.0191188 577.0992437 1826.825357 1986.974611 677.1222869 608.5671674 265.2296427 268.0392787 767.0306404 192.7410327 225.3328108 497.30558 675.9984325 277.5920413 174.1974348 1145.769579 2928.764614 256.8007345 237.6952094 300.0691296 1320.528941 973.8198533 896.2738985 509.6679786 555.1840826 26426.31279 1172.742085 563.6129907 341.6517431 780.5168934 500.6771433 1072.719042 7300.5583 595.6428416 631.0442558 756.9159506 912.5697875 3123.260374 397.7533018 690.3463216 562.2982135 1067.067567 1994.952408 602.5065566 2540.548694 1627.510011 751.5867211 1101.090011 1100.471421 623.538613 4601.071631 2713.135275 4974.081337 3.092949469 513.4296119 -1.237179788 2416.830715 793.032244 1667.718354 7456.482581 3392.346978 621.0642535 588.2789891 828.2918679 687.871962 867.2630312 839.426486 758.3912099 819.0130195 802.9296823 819.0130195 1067.686157 7587.005048 1930.000469 2038.87229 1758.032478 762.1027493 1615.756803 1800.096591 1608.952314 887.6764977 606.218096 897.573936 512.1924321 659.4168269 972.4233132 1341.10289 773.8559572 976.1348525 815.92007 596.9392476 2656.843594 446.0033135 844.993795 1134.493865 6937.48566 677.3559338 1981.34343 1441.933043 1373.269564 1068.923337 801.0739126 728.0803051 205.3718448 19406.40215 956.3399759 798.599553 1239.654147 1316.359294 966.8560041 695.2950407 3044.080868 932.2149701 952.0098467 1057.170129 939.6380488 4554.058799 2318.474922 898.8111158 2033.304981 775.093137 1048.50987 1507.503571 1151.814382 2953.148153 846.2309748 1664.006815 3775.254122 1194.497085 748.4937716 1138.823995 1000.878448 0.618589894 1113.461809 1795.766462 1069.541927 1608.333724 683.5418327 2637.667307 729.9360748 1474.718307 546.2148763 1507.503571 635.291821 1151.195793 5330.389116 1394.920211 55644.01672 580.2373205 512.811022 740.452103 1323.163783 420.6411278 376.1026555 703.9552992 579.6187306 825.1989184 911.1829137 1772.878636 895.7181663 598.7950173 1508.740751 1151.814382 942.1124084 173.8237602 446.0033135 877.1604695 1455.54202 1647.923477 1276.769541 1298.420187 597.5578375 784.3719854 760.8655695 979.8463919 640.2405402 707.6668386 626.0129726 765.1956987 1011.394476 658.798237 656.3238774 615.4969444 1073.253466 2521.990997 1738.856192 583.9488598 11424.11816 723.1315859 1443.788812 1753.083759 760.8655695 234.4455698 1395.538801 1088.099623 1699.885028 642.7148997 -2.474359576 338.9872618 -4.330129257 -1.855769682 0 -1.855769682 708.2854285 1642.356168 1638.644629 1070.779106 1206.868883 3017.481502 2271.46209 648.2822088 720.0386365 256.714806 485.5930667 1436.365734 691.5835014 597.5578375 1055.932949 1003.352808 811.5899408 793.032244 4046.815086 909.9457339 4389.513887 802.9296823 723.1315859 1008.301527 2393.324299 2406.314687 732.4104344 916.1316328 1239.035557 617.971304 2100.73128 765.8142886
2 Alzheimer's Disease serum (PD vs. AD) sample 3 GSM734835 94 Male 8 Alzheimer's Disease 341.0215737 221.8839078 181.1052437 742.4115619 1023.864303 837.1619874 257.8650821 325.0299407 803.1797673 194.6981317 417.3816212 480.9483624 823.9688902 993.8799907 128.7326456 171.5102639 698.0347803 -2.398744949 419.7803662 5814.957548 1056.247359 229.0801427 399.7908249 -0.399790825 169.1115189 604.4837273 444.5673973 0.79958165 758.4031949 2928.068002 -0.79958165 281.0529499 -2.398744949 392.5945901 -2.798535774 504.1362302 1076.236901 419.7803662 852.7538295 537.7186595 385.798146 297.0445829 352.6155076 418.5809937 521.3272357 291.0477205 914.3216166 276.6552508 294.2460471 1047.851752 600.485819 444.1676065 171.9100547 269.0592252 369.806513 213.8880913 249.8692656 225.4820253 1385.674999 967.0940055 18341.20367 1029.061583 316.6343333 386.5977277 935.9103211 502.9368577 385.3983552 622.8741052 291.8473022 128.3328548 1527.200951 567.7029714 534.5203329 401.789779 446.1665606 3261.093759 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257.9653354 382.9312418 300.3644822 210.2105069 1043.019012 480.2261261 564.1318061 171.3818145 718.107655 1464.332639 239.2204494 473.5315239 307.5053911 190.1267005 1825.394847 1191.192872 574.8431695 222.2607907 425.7766954 2659.542272 1162.629236 351.6897652 374.0051056 97.74119109 178.9690303 582.4303852 91.04658896 84.79829364 241.0056766 159.7778375 301.7034026 65.16079406 797.550267 229.4016996 165.1335192 198.6065298 97.74119109 33.91931745 199.0528366 -3.12414766 287.8678916 159.7778375 522.1789661 -3.12414766 193.2508481 429.3471499 660.5340767 407.9244231 296.7940277 157.5463034 229.8480064 2165.480635 516.3769776 290.1946318 466.553628 561.8478533 3933.797364 857.2168322 400.1495072 1889.067878 220.7721419 480.3518869 309.5984334 473.883953 3493.977863 121.5971563 222.4969243 163.8543241 289.3322407 319.0847363 187.5700815 339.7821246 256.1301803 -2.155977948 295.8001745 345.8188629 297.9561524 670.0779463 175.0654094 -2.155977948 457.067325 333.3141908 329.4334305 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223.4745084 123.4869449 1145.940417 932.1421248 1817.285487 751.9802015 475.0561199 338.2067818 435.4297123 536.3388202 663.0511703 1550.498393 200.8966715 59.43961151 866.7124749 246.5131175 161.2702638 3112.055319 245.5915732 344.6575923 277.8456259 126.2515779 149.2901871 1446.36388 423.4496355 463.9975876 1317.808441 956.1022782 704.9814389 993.424825 452.478283 2235.666628 297.6588298 593.4745708 677.335108 381.5193669 438.1943453 555.2304796 293.0511079 369.5392902 51036.97 932.6028969 608.2192806 968.5431272 1739.87576 271.8555875 399.489482 228.5430024 337.7460096 295.815741 226.6999137 652.9141823 919.7012758 382.4409113 117.4969065 402.2541151 1173.586748 349.2653142 248.8169784 455.2429161 162.6525803 122.1046283 443.7236115 529.4272374 1806.226955 232.2291799 241.4446235 471.8307147 214.7198369 331.7559712 202.278988 651.5318657 141.9178321 419.7634581 1217.820878 496.2516403 299.9626907 250.199295 95.37984173 458.0075492 235.9153573 318.393578 399.9502542 357.0984413 158.9664029 400.8717986 616.0524077 927.9951751 437.7335732 117.9576787 280.1494868 395.3425324 334.0598322 358.4807578 375.9901007 1188.331458 91.23289209 354.3338082 828.9291559 273.2379041 249.2777506 962.0923166 697.1483118 -8.754671463 -11.05853237 487.4969689 257.5716499 367.2354293 309.6389065 244.6700288 1603.026422 475.0561199 1271.270451 354.7945804 248.8169784 354.3338082 977.2977986 209.1905708 457.0860048 351.5691751 547.3973525 329.4521103 665.3550312 276.0025372 264.4832326 171.868024 307.7958178 531.2703262 536.3388202 1765.679002 440.4982063 287.9826139 341.8929593 745.9901631 134.5454772 1603.026422 277.8456259 281.9925756 620.6601295 549.7012135 140.5355156 472.752259 253.0790987 621.3135657 207.542375 445.2966148 2691.045226 1042.090406 3660.452015 104.2090406 1070.113005 669.9152612 369.9858795 2999.731669 891.9067889 345.0282522 722.8954877 525.4237342 461.4971799 1197.528261 396.6949194 5520.452034 382.6836198 273.2203418 343.2768397 195.2824879 824.4774096 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231.1864431 382.2457667 994.3644171 289.8587601 260.5226016 418.5875749 269.7175169 119.5338995 719.8305159 115.5932215 209.2937875 1316.186454 838.0508561 660.7203458 818.3474661 559.1384239 951.016959 309.124297 575.338989 287.6694945 511.8502878 537.6836214 577.9661077 183.4604539 586.7231699 326.6384215 6.129943566 2120.960474 968.0932303 192.2175161 204.4774032 531.5536778 95.8898315 246.0734489 380.9322073 122.1610182 287.2316414 716.7655441 261.3983078 1571.016965 158.0649734 100.7062157 188.2768381 747.8531151 271.9067825 352.0339019 761.4265615 1352.966116 330.1412463 839.8022686 467.1892704 756.6101773 855.1271275 809.5904038 532.429384 348.531077 285.4802289 591.101701 0 64.36440744 1156.370068 718.0791035 369.1101733 70.93220412 671.6666736 -1.751412447 72.68361657 297.7401161 58.67231699 461.935033 226.3700588 296.8644098 250.8898331 183.0226008 155.0000016 270.5932231 373.0508513 334.9576306 236.0028273 122.5988713 313.5028281 1191.398317 813.5310818 3187.132801 342.8389866 2364.844657 591.9774072 71.37005723 131.7937867 97.20339083 111.2146904 404.4005637 361.3792271 474.1404146 845.9353337 2129.782588 2135.669718 1037.493495 196.5395797 405.7591322 834.1610732 533.9174296 1278.41298 2193.635309 341.4535555 1685.077825 326.0564455 422.5148107 591.4301637 1505.293924 811.9711206 464.6304349 701.0213579 1721.759175 1185.124608 -1.811424697 208.7666964 180.6896136 658.0000214 288.4693831 513.9917579 405.3062761 375.8706247 1211.843123 327.8678702 483.197538 300.2436436 1357.209955 1291.092953 575.5801976 384.0220359 845.4824775 282.1293966 687.8885289 360.926371 33.5113569 347.3406857 1032.964934 329.6792949 326.9621579 807.4425589 268.0908552 988.5850286 413.004831 333.7550005 477.763264 366.8135012 370.4363506 1665.605009 1012.13355 448.3276126 416.1748242 422.9676669 369.9834945 222.3523816 1908.788775 3377.401348 810.1596959 602.7515681 285.2993899 429.3076533 265.8265744 495.4246548 2282.395119 92.38265957 1542.42813 1850.823185 1119.007607 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4140.698423 892.3919015 1633.399731 43.00683863 408.5649669 438.2396856 163.4259868 129.8806527 833.902601 836.9130797 673.4870929 423.1872921 148.8036616 89.02415596 192.670637 624.8893652 697.1408541 1255.369619 1056.678025 425.7677024 365.1280599 560.8091757 780.1440527 -3.010478704 321.2610845 556.5084918 281.694793 437.8096172 192.2405687 636.0711433 185.3594745 421.8970869 76.98224114 661.8752465 350.9358032 73.11162566 308.7891013 131.6009262 0 181.0587906 213.743988 109.6674385 467.4843359 139.3421571 138.4820204 236.9676808 161.2756448 284.2752033 110.0975069 132.8911314 283.4150665 495.8688494 524.2533629 289.8660923 189.6601583 61.92984762 187.9398848 613.2775188 696.2807174 1488.466685 1571.039815 274.3836304 267.9326046 755.6301547 114.8282591 236.9676808 401.2538044 2609.654968 153.5344139 547.9071241 99.34579723 18.923009 1019.692144 269.2228098 302.7681439 1980.894987 368.568607 217.1845351 563.8196544 4104.14261 1632.109526 167.7266706 129.0205159 -1.290205159 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631.0773502 440.2311832 481.1607851 917.1086379 427.3811919 437.8515552 259.3794539 200.3646791 164.6702588 182.2795061 102.7999304 99.46845113 201.3165303 17.60924733 6.187032845 362.1793843 300.3090558 377.8849292 360.2756818 150.3924907 737.2087598 492.5829996 475.4496779 523.5181638 276.5127756 306.4960887 218.449852 112.794368 93.28141829 1130.323308 248.433165 124.6925081 395.9701021 843.816095 141.3499042 178.4721013 509.7163213 172.2850685 394.5423253 3242.481137 204.6480095 132.7832434 188.466539 326.484964 142.3017554 414.5312006 827.6346245 250.812793 418.3386055 260.8072307 221.3054056 721.0272893 927.5790012 363.1312355 515.4274286 190.846167 909.0179027 271.7535196 153.2480443 149.4406395 84.71475742 152.2961931 440.2311832 556.3570305 363.1312355 568.2551706 234.6313225 1249.780635 87.09438544 945.1882485 721.5032149 67.5814357 148.0128627 381.692334 396.4460277 127.0721361 191.7980182 589.6718227 111.8425168 247.9572394 5268.605078 545.5987337 546.5721481 930.5841025 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8.057629617 361.0825272 779.0720636 491.5154066 186.3326849 435.6156011 941.2318596 595.2573879 226.620833 285.5422495 127.4112683 330.8664161 399.8598697 238.2036755 81.07989802 189.354296 332.8808235 581.1565361 557.4872491 2150.379904 496.5514251 1351.163766 130.4328794 122.8788517 423.5291567 672.3084711 589.2141657 230.1460459 141.5121201 500.5802399 388.2770272 1222.241692 305.6863236
3 Alzheimer's Disease serum (PD vs. AD) sample 4 GSM734836 83 Female 11 Alzheimer's Disease 895.0083056 1033.330868 349.8947582 1635.340642 1127.703651 2225.766753 455.851204 493.3277604 1385.610498 556.0158183 765.2031422 693.3162931 3099.992605 1953.891371 7647.261678 176.139815 1754.584231 -3.066263704 697.7453407 6423.481764 967.9172426 294.7020116 343.0808389 -4.76974354 343.0808389 445.971021 1197.205628 -1.362783868 2768.154733 880.699075 -2.725567737 381.9201791 -5.451135474 451.0814605 -7.495311277 752.9380873 1743.000568 1272.840133 922.604679 1377.433795 1600.248958 309.3519381 404.406113 518.8799579 961.4440192 421.4409113 1296.348155 639.8270263 664.3571359 547.1577232 574.0727046 460.9616435 269.831206 522.9683095 517.5171741 245.3010963 884.4467306 964.169587 13314.0577 381.9201791 1279.313357 1491.90764 516.8357821 683.43611 1304.524858 651.7513851 479.6999217 867.4119323 271.1939898 234.0581294 267.1056382 1160.410464 2511.951366 417.6932557 1862.925548 4563.963176 1134.517571 35928.7746 603.7132537 23005.83588 560.1041699 813.5819695 820.3958888 349.5540623 -4.429047573 2.044175803 490.6021927 1208.107899 841.1783428 2588.948654 1161.091856 2223.722577 526.3752692 1090.908487 1588.324599 2133.438146 450.0593726 534.5519724 324.3425607 885.4688185 1352.903685 333.5413518 2941.228284 314.8030736 1109.646765 709.3290035 634.7165867 233.7174334 441.8826694 266.7649423 331.837872 486.513841 500.4823757 1675.542766 -5.110439507 158.7643207 152.6317933 721.2533624 1523.933061 547.4984192 272.8974697 949.5196604 4143.203656 589.7447191 570.325049 586.3377594 335.9262236 713.7580511 630.6282351 4.088351605 977.1160337 476.292962 340.3552712 100.1646143 692.6349012 2013.853862 236.4430012 392.8224501 372.0399961 343.4215349 1658.507968 1948.09954 254.4998874 568.6215691 374.4248679 651.7513851 820.0551929 139.3446506 370.6772122 2396.114737 347.5098865 3009.026782 1656.804488 429.9583105 166.9410239 382.6015711 608.4829973 600.987686 774.7426292 374.7655638 385.3271388 -6.132527408 616.3190045 326.3867365 825.8470243 1406.052256 118.2215006 571.0064409 866.7305404 464.7092992 382.2608751 390.7782743 82.10772808 228.266298 427.5734387 563.1704337 399.6363694 4521.035484 57.91831441 1786.268956 195.2187892 127.7609877 2272.101405 3619.213259 133.5528191 206.4617561 955.6521878 391.8003622 285.8439164 117.8808046 580.205232 174.7770311 132.8714272 83.81120791 507.977687 449.7186766 169.6665916 61.66597005 196.581573 219.2086923 663.3154628 222.8900596 634.1991937 416.99852 177.3749724 540.8263309 702.1371548 525.0968522 579.9826927 830.9850121 623.8244312 455.4855423 171.016247 402.9423901 414.9905014 327.3070245 -8.36674398 -5.354716147 1533.456837 1247.983532 2011.699923 966.5262646 329.9843826 806.21945 391.898288 143.5733267 1159.630716 335.3390987 150.9360614 153.9480892 513.3834106 724.5600287 524.7621825 465.8603048 1146.913265 349.3952286 346.7178705 609.7683013 1064.919174 401.2690413 78.64739342 609.0989618 4253.987309 330.6537221 568.2692511 191.765772 434.7360172 508.698034 1348.71913 580.986702 870.141374 158.2987961 335.3390987 107.7636625 373.826121 128.8478573 3128.827579 322.2869781 417.3331897 444.77611 1475.558968 13285.38543 312.5815551 1099.390159 426.703943 493.3032251 440.7600729 238.2848686 593.3694831 3621.126795 3784.110967 3851.044919 342.7018334 621.4817429 1387.875491 504.3473271 231.5914734 684.7343274 197.7898277 509.3673735 575.6319859 465.8603048 434.4013475 227.910106 253.6796775 564.9225536 411.3091341 2536.462105 305.2188204 291.1626905 494.9765739 810.9048266 -4.685376629 1.338679037 596.7161807 355.0846145 151.6054009 462.5136072 780.7845483 686.7423459 109.1023415 414.6558317 171.6855865 517.3994477 1214.516556 443.7721007 264.3891098 128.8478573 198.793837 896.2456152 4438.390347 566.9305721 644.5739563 296.8520764 3414.970223 144.9120057 369.4754142 366.1287166 495.9805832 222.8900596 10738.21389 488.9525182 725.564038 179.7176607 53.88183123 728.9107356 494.9765739 1123.821051 1026.097482 773.4218135 34.80565496 608.0949525 224.5634084 144.9120057 880.1814667 1946.773989 161.9801635 110.1063508 122.8238016 406.2890877 551.8704329 3706.467583 2266.04894 167.3348796 603.0749061 323.2909874 298.5254252 -4.35070687 -3.012027833 3269.054208 584.6680694 182.7296885 4130.494168 446.114789 172.354926 151.2707312 -7.697404462 604.0789154 1302.200033 386.8782417 357.7619726 989.9531478 1987.26903 354.7499448 497.9886017 106.4249834 619.4737243 622.1510824 2598.71068 246.9862823 588.0147669 1435.733267 104.7516346 88.01814667 140.2266291 335.004429 154.9520985 625.49778 793.1673293 3911.954815 5698.42199 290.8280208 848.7225094 432.0586591 505.0166667 466.1949746 2593.021294 4138.526242 329.6497128 177.7096421 814.9208637 225.232748 394.2409764 305.5534902 348.7258891 920.6765076 2473.913288 380.0996657 459.7769153 155.1093997 11505.1989 1509.296095 436.9186879 173.7225276 1242.507928 520.1879446 446.0619789 235.4397414 492.1049796 725.2588983 488.5129725 1136.380444 401.6517086 1648.07819 279.5234655 440.8372412 418.9586522 5285.148703 288.3402104 995.6390729 526.3923206 370.9563748 2617.593574 752.6887711 0 1179.811076 -5.224737673 -5.551283778 984.5365053 -3.265461046 2494.812239 521.494129 276.5845506 588.7626266 337.6486721 604.7633857 3553.47471 584.8440733 0.979638314 327.852289 642.3161877 291.2791253 442.7965178 147.9253854 108.4133067 948.6164338 2238.147001 716.1156074 162.6199601 1413.944633 1448.55852 249.1546778 2939.241487 559.0469311 960.3720936 400.6720703 1891.028492 3687.032067 1246.099935 376.1811125 14640.6946 772.2815374 44.08372412 643.6223722 238.7052025 1030.906052 226.6229966 456.8380003 400.6720703 436.5921418 653.4187553 1863.272073 299.769324 413.7339145 486.2271497 4090.643052 3437.550843 417.9790139 370.3032826 324.2602819 364.4254527 406.8764463 75.75869627 212.254968 318.7089981 305.9737 426.7957587 296.8304091 652.7656631 294.5445863 252.0935927 227.2760888 495.3704407 464.0220146 299.1162318 250.7874083 708.2785009 208.6629608 153.4766692 120.4955126 385.9774956 2117.324942 420.9179288 1572.64604 214.2142446 295.1976786 323.9337358 118.536236 170.7836127 4762.674935 8553.548664 425.1630282 535.8621576 173.7225276 80.33034173 435.6125035 174.0490737 372.2625592 502.2279089 471.532575 294.2180402 137.8024561 391.8553255 371.2829209 106.4540301 183.8454569 478.3900432 215.1938829 293.8914941 577.0069668 65.30922092 1731.673993 1992.257784 266.1350752 152.1704847 639.7038189 3345.464842 739.953473 359.2007151 375.2014742 -2.285822732 1483.498953 222.0513511 200.4993082 393.1615099 324.9133741 612.6004922 783.3841049 320.3417286 78.69761121 464.0220146 4057.008803 121.4751509 486.2271497 185.4781874 977.352491 982.5772287 170.4570666 694.2370184 319.6886364 241.6441174 454.5521776 271.3598129 295.5242247 750.0764022 657.3373085 309.239161 85.88162551 256.9917843 376.5076586 1087.398528 252.4201388 399.692432 291.6056714 158.7014068 164.9057828 182.8658186 370.6298287 183.8454569 150.5377542 371.9360131 257.3183304 637.7445423 271.0332668 194.6214783 1537.37906 282.1358344 283.7685649 501.9013628 115.2707749 190.0498329 77.06488068 1165.443047 68.57468196 80.00379563 500.3972173 516.4197883 563.2549958 305.2505193 2624.004127 388.2392203 5358.522911 1343.020118 243.214411 1202.10366 540.2482272 492.5913494 831.1195161 364.8216166 2017.61144 74.36116284 -3.28668123 0 426.4468896 547.2324248 464.2437238 541.0698975 3312.563845 840.9795598 396.4559234 202.1308957 207.4717527 295.8013107 514.7764477 278.1353991 323.7381012 330.3114636 714.4423324 1480.239059 623.2369283 628.1669501 -4.108351538 704.9931239 416.1760108 551.7516115 1621.155517 390.2933961 372.6274845 356.6049135 384.5417039 211.9909394 774.0134297 435.0744279 185.2866544 176.248281 442.8802958 4495.769088 295.8013107 1043.521291 368.1082978 3334.338108 85.86454714 553.8057873 3190.134969 2015.146429 521.3498102 481.4988002 3303.114636 1804.798831 699.6522669 53702.72796 4092.739802 371.394979 396.4559234 574.7583802 820.8486373 450.2753286 1384.925303 3497.850499 1205.390341 431.7877466 379.2008469 603.1060058 481.0879651 566.1308419 570.2391935 451.0969989 463.0112183 529.5665132 440.4152849 303.6071786 218.5643018 419.0518569 1555.421892 289.2279483 941.6341725 641.3136751 527.5123375 965.0517763 587.0834348 433.4310872 588.7267754 366.8757923 736.2165956 854.947955 506.9705798 365.2324517 890.6906134 679.1105092 479.8554596 456.848691 452.3295043 650.7628836 729.6432331 428.9119006 249.7877735 129.8239086 239.5168947 347.9773753 502.4513931 1149.51676 368.1082978 326.2031121 298.2663217 108.8713158 611.733544 828.24367 937.9366561 2051.710758 313.0563872 489.7155033 336.8848261 752.6500017 27.11512015 396.0450883 117.498854 664.3204437 544.7674139 1107.200739 1208.266187 857.412966 817.561956 416.1760108 533.2640296 696.7764208 294.5688053 1783.435403 331.5439691 2757.114717 375.0924954 267.8645203 1773.575359 -3.697516384 1126.920827 1433.814687 299.087992 674.5913225 297.4446513 338.9390019 3081.674489 569.4175232 3132.618048 1348.360975 655.2820703 4107.529868 546.4107545 249.3769383 244.8577517 434.6635927 2202.076424 2400.509804 317.5755739 689.3813881 155.7065233 833.1736919 1295.36324 528.7448429 282.6545858 138.0406117 524.2256562 161.0473803 225.9593346 142.9706335 349.2098807 413.7109999 4202.843623 307.7155302 2128.126097 53793.52253 756.7583533 414.121835 799.0743741 539.0157218 339.7606722 566.1308419 506.5597446 2213.579809 1874.640807 53762.29906 394.4017476 114.2121728 342.6787471 421.7584579 3568.838062 816.0586829 340.1159787 449.5828006 1382.796611 869.8768195 4020.251412 47929.26087 726.3617886 2447.443829 1432.95365 4390.022282 1169.354613 661.1942491 667.784225 6021.773538 358.7875771 581.3823187 713.5479466 725.6295691 821.1842197 555.0224151 478.5054727 3269.360268 1175.944589 183.420996 1067.942206 463.8610818 1582.326437 731.4873255 3766.537339 8741.969148 2002.620456 966.5297994 815.6925731 299.4777939 301.3083428 2821.608017 2115.016156 1.098329318 363.5470041 761.8744366 468.6205088 955.5465062 1303.35079 578.8195503 802.1465115 207.9503508 988.130276 409.3107257 210.1470094 623.1188328 489.8548756 719.405703 1903.038597 493.1498636 333.8921125 253.7140723 2135.518303 469.7188381 170.2410442 440.0639465 622.0205035 348.5365034 781.6443643 1057.325023 258.8396092 672.5436521 562.3446106 526.0997431 378.191395 3427.51969 612.8677592 1415.014271 2973.177462 2237.66293 819.7197806 2087.557923 1210.725018 848.6424527 25799.75567 443.7250443 3875.638052 1181.070126 303.8711112 1761.720225 1171.185162 1313.967974 705.8596414 536.3508167 538.5474753 250.4190844 213.4419974 522.0725356 132.8978474 939.0715665 1446.865821 446.2878127 598.9555878 967.6281287 419.5617993 567.4701474 514.7503401 810.9331461 26686.10743 532.689719 563.4429399 227.7202785 529.394731 567.8362571 1131.279197 183.7871058 6202.631766 1138.235283 481.4343508 130.7011888 902.4605892 2733.375561 252.2496333 838.391379 288.128391 796.2887552 1100.525976 455.440557 2583.636665 810.5670363 100.6801874 462.0305329 306.7999894 387.3441393 778.3493763 263.5990362 652.0415048 241.9985596 -5.85775636 649.8448462 12062.58478 204.2892531 1182.900675 410.7751647 313.0238555 1450.526919 89.33078449 1298.225253 150.8372263 281.1723053 166.9460563 144.9794699 4001.579813 2432.067219 1588.184193 286.6639519 568.5684767 1014.49018 410.7751647 230.6491567 667.4181153 4209.164054 2394.724022 1276.258667 2854.191786 620.5560644 771.0271809 365.377553 592.7317217 832.5336227 691.2152505 160.7221901 480.3360215 520.9742063 329.1326855 188.5465328 414.4362625 226.2558394 1054.030035 224.7914003 1211.823347 276.4128782 432.0095316 206.4859117 312.6577457 651.3092853 403.0868595 345.2415155 878.663454 370.5030898 1868.624279 247.4902062 1818.83335 352.5637109 371.9675289 183.420996 308.996648 1273.329789 516.2147792 444.8233736 794.8243161 328.2468374 89.99788663 487.952178 1240.661775 1141.827733 110.9428493 3778.274913 148.5783292 389.4454003 308.9381999 417.590194 495.152009 784.7815714 606.7493884 774.9636201 504.3154302 289.3022974 317.119826 51.70787668 195.0499652 274.9026355 279.1570811 324.3196569 519.0423571 469.9526007 -5.563505719 -3.599915465 1.963590254 420.5355793 214.6858677 1371.240527 919.2875038 956.2684536 7.527095973 442.1350721 372.1003531 458.1710592 802.7811487 601.8404128 676.4568424 243.4851915 1096.337892 881.979289 1097.974217 1116.301059 144.3238836 2241.11101 805.7265341 561.2595475 4346.734292 283.7387917 325.6287171 384.2091596 443.1168673 2452.196962 168.8687618 100.470368 106.0338737 245.7760468 368.1731726 422.8264346 384.2091596 247.739637 303.0474292 921.9056241 1464.183799 1504.764664 1723.704978 411.0448931 674.1659871 2707.79096 396.6452313 1020.412402 449.6621681 662.3844456 4470.440478 104.3975485 152.5055097 278.1752859 342.3192342 490.8975634 693.8018896 555.3687768 515.4424416 429.6990005 2455.796877 569.4411736 3975.288469 818.8171358 764.8184038 5983.059503 523.6240677 4133.030219 370.4640279 666.6388911 247.739637 265.7392143 384.5364247 391.0817255 658.7845301 440.826012 271.9572501 971.3226455 140.3967031 285.0478518 223.5220239 394.0271109 904.2333118 193.740905 100.1431029 348.8645351 459.8073844 420.8628444 845.9801343 339.0465838 358.0279563 156.7599553 881.979289 119.4517404 5214.968449 210.1041571 223.1947588 203.2315913 255.266733 549.805271 376.0275336 238.2489508 324.6469219 483.3704675 257.8848533 772.3454998 882.306554 489.2612382 883.9428792 991.6130781 37.96274491 270.975455 192.4318449 109.3065241 78.54361015 169.5232919 123.0516559 366.8641124 248.3941671 701.9835157 396.6452313 1172.917912 269.6663948 714.0923223 108.651994 1150.336624 765.4729339 360.6460766 827.3260269 584.8226306 1041.0301 529.5148384 449.3349031 296.5021283 973.9407658 1072.447544 3144.035261 785.7633665 1461.892944 1429.82097 87.37976629 58.58044257 116.5063551 211.4132173 1020.085137 853.5072303 394.354376 3001.347703 116.8336201 919.9420339 289.3022974 116.5063551 633.9123869 81.48899553 419.5537842 659.1117952 3244.178364 480.4250821 2388.053014 386.1727499 363.591462 381.9183043 8167.55366 408.4267728 422.4991696 146.942004 308.6109349 532.4602238 207.8133019 184.5774838 1168.990731 589.0770761 3940.460389 999.7714323 930.3283206 1446.091733 158.7769639 849.0205567 808.1921945 469.0027243 251.2514594 330.8144216 4755.980751 221.2408684 331.1633819 601.9566215 1346.986991 634.0609747 7509.277994 -5.234405405 340.2363513 457.8359927 411.7732252 184.6000306 395.0231279 685.707108 1102.714739 2479.71232 131.2090955 1354.664119 2072.12662 477.7267333 230.6627982 443.1796576 151.7977567 360.4760522 793.8848197 1225.199825 382.1115945 663.7226053 168.8968144 821.4526882 768.0617531 1038.157072 578.5762774 459.2318342 723.3948269 367.8042198 560.779299 968.3649999 658.1392396 394.3252072 318.600809 404.794018 167.8499333 371.6427837 935.562726 411.0753045 882.8697116 433.7577279 261.3713099 2546.014789 119.6934036 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320.9479554 324.810145 2244.704593 250.2698858 74.15404024 575.4662497 128.9971325 169.1639043 355.7076618 1526.337328 252.2009806 370.7702012 325.5825829 1505.481504 2815.149996 1308.896054 590.1425702 286.574468 349.1419394 705.6220391 2282.554051 633.0128747 571.9902791 1027.342432 322.1066123 338.3278086 592.459884 339.4864655 974.8166539 325.9688019 1061.329701 576.6249066 665.0690484 1372.622182 256.4493891 300.4783505 3173.94741 791.3626481 528.3475367 425.9995124 415.1853815 1674.25919 517.9196248 351.0730342 522.1680333 813.7633478 331.7620863 337.5553707 416.3440384 285.4158111 859.337185 685.1524343 660.0482019 446.0828983 420.9786659 256.0631702 239.4557549 2271.353701 1132.393989 683.6075584 204.6960486 504.0157422 472.7320065 1871.230859 3327.662556 272.6705854 437.5860812 407.4610023 1336.703819 737.6782128 1174.105637 514.0574352 248.72501 587.4390375 1045.108505 459.2143429 607.5224234 354.1627859 309.3613866 259.1529219 1186.464644 271.5119286 668.1588 95.00986405 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4 Alzheimer's Disease serum (PD vs. AD) sample 5 GSM734837 UNK Male 12 Alzheimer's Disease 789.4701666 944.0103492 172.624672 589.2255471 1113.346932 1487.531459 272.2537684 321.9039122 872.6588181 819.3917764 408.3806526 546.8091991 2265.822123 1802.530385 251.5388078 244.9626298 458.3596053 -2.301662293 612.24217 5296.124937 775.6601928 206.4919886 228.8509937 -3.28808899 222.9324336 1079.479616 5560.158483 0.657617798 1083.425322 718.7762533 -1.315235596 239.0440696 -1.644044495 273.2401951 -0.657617798 333.7410325 1625.631197 373.8557182 849.6421951 664.522785 395.8859145 251.8676167 281.1316087 307.1075117 502.0911888 248.2507188 1125.184053 429.0956133 300.5313337 310.3956007 270.6097239 218.9867268 276.5282841 402.7909013 502.0911888 204.1903263 394.24187 339.0019749 2571.285591 538.5889766 11201.53276 1570.720111 404.7637547 415.6144484 1062.381553 544.5075368 312.3684541 654.9873269 171.3094364 115.7407325 207.8072242 1025.883765 1105.12671 436.329409 1008.456893 4309.040622 637.8892641 1952.138434 339.6595927 458.6884142 395.2282967 457.3731786 885.4823651 279.1587553 2.959280091 0.328808899 481.7050371 700.6917639 506.0368956 2324.021298 861.8081244 728.9693292 558.3175106 1678.240621 1757.812374 1860.400751 368.5947758 337.3579304 245.9490565 664.522785 1266.900688 227.2069492 2635.732135 138.0997376 966.0405454 1239.280741 180.8448945 112.1238346 247.593101 208.7936509 174.9263343 808.2122739 533.3280343 2310.211325 -4.603324587 251.5388078 43.07396578 608.6252721 396.2147234 394.24187 203.5327085 713.5153109 2454.558431 459.346032 519.5180605 349.5238597 191.3667792 1072.903438 360.7033623 -3.945706789 691.8139236 375.1709538 752.9723788 186.7634547 77.92770907 1773.595201 245.6202476 173.2822898 466.2510188 397.5299589 247.593101 1396.122585 294.6127735 1112.360505 553.714186 428.7668044 624.0792904 108.1781278 233.4543183 1453.335334 414.9568306 160.7875516 1023.582103 341.3036372 110.4797901 283.7620799 259.7590302 148.2928135 305.1346583 221.617198 237.0712162 -1.644044495 216.3562556 306.121085 446.193676 2027.76448 97.32743412 588.8967382 332.7546058 374.1845271 246.9354832 269.9521061 67.4058243 193.6684415 266.6640171 356.7576555 385.0352208 6146.42475 40.77230348 489.9252596 170.6518186 66.74820651 1353.377428 3193.392028 127.5778528 152.8961381 688.5258346 296.256818 224.576478 103.2459943 220.6307713 183.4753657 86.14793155 120.0152482 435.6717912 330.1241346 232.4678916 82.53103366 288.0365956 91.08401157 709.2925156 191.5348187 409.2320662 66.21355451 209.2994308 282.9418232 478.6755502 803.6064567 604.3198072 870.78899 420.8598123 334.620695 216.0822828 336.2356597 895.98244 205.1005225 -1.614964744 -1.614964744 1219.621375 458.3269944 1285.188943 565.8836463 139.2099609 330.7447796 230.2939725 124.6752782 637.588081 356.5842155 77.84130067 208.007459 198.3176706 532.6153726 399.8652706 270.6680911 1656.953827 198.3176706 139.2099609 361.4291097 1107.542822 305.8743225 83.00918785 676.9932207 3261.259804 147.6077776 554.5788931 650.184806 255.1644296 276.1589712 1696.035974 372.087877 1494.811367 107.8796449 270.6680911 118.8614052 254.8414366 612.071638 1609.796857 266.1461898 288.1097103 260.0093238 582.0332938 4315.831782 339.4655892 415.6919251 217.3742546 224.8030924 297.4765059 361.7521027 529.7084361 287.7867174 4253.817136 2880.451118 275.1899924 470.6007264 1079.442435 625.6373419 443.7923117 941.5244458 303.2903789 372.087877 268.7301334 341.4035469 247.4125988 345.6024552 154.7136225 536.8142809 208.9764379 2273.224374 312.6571745 269.6991123 179.2610866 346.5714341 -1.614964744 -0.645985898 500.9620636 237.7228103 106.9106661 291.0166469 470.6007264 373.3798488 122.4143276 389.2065033 125.6442571 1084.610322 421.1828053 468.3397758 178.9380936 90.11503272 191.5348187 231.9089373 616.2705463 1049.081098 605.2887861 159.8815097 2634.007498 3722.493735 395.3433694 251.6115071 607.2267438 167.3103475 5073.57324 257.7483732 252.257493 592.0460752 22.28651347 284.5567879 512.5898098 350.1243565 464.7868534 148.5767565 42.63506924 437.6554457 193.4727763 182.1680231 761.9403663 1041.329267 102.0657718 134.0420738 80.42524426 291.6626328 324.6079136 569.4365688 265.8231969 118.8614052 519.0496688 235.4618597 191.2118257 -2.583943591 -1.291971795 843.3345894 476.0916066 361.4291097 2941.173792 1308.121443 179.9070725 293.6005905 -1.291971795 527.1244925 1389.515666 193.1497834 230.6169655 574.9274489 1615.61073 270.6680911 186.0439385 75.58035002 357.2302014 367.8889687 1789.380936 145.9928129 501.9310425 578.8033643 126.6132359 105.2957013 178.2921077 214.467318 329.7758007 365.951011 235.4618597 634.3581515 596.5679765 388.5605174 440.5623822 333.0057302 469.9547405 314.9181251 1600.430061 4310.986888 527.7704784 199.2866494 340.4345681 148.2537635 327.1918572 252.580486 301.9984071 404.7101649 3627.407956 154.4248391 397.0924435 259.3706992 920.8762856 1303.156551 324.2921622 185.9401124 840.8274915 447.8320335 272.607114 180.582516 467.3715029 454.4502409 690.4996379 1090.428456 279.2253214 1737.121864 572.317363 271.9768085 271.6616558 1654.867001 289.3102088 664.0268083 1092.634525 307.9042201 1346.017322 1066.792001 -1.260610932 1522.818006 -1.260610932 0.945458199 2307.863463 -0.630305466 660.875281 338.7891879 272.9222667 311.6860529 215.5644693 477.1412377 411.2743165 575.4688903 -2.206069131 206.1098873 823.4940912 213.0432475 271.3465031 75.32150317 108.7276929 123.5398713 1858.140513 432.7047023 215.5644693 13151.32355 705.9421218 268.8252812 1091.689067 311.3709001 223.7584404 326.8133841 2052.58975 888.4155541 460.1229901 236.9948552 2155.959846 564.4385447 57.67295013 456.0260046 486.2806669 649.8449353 435.8562297 203.9038182 1024.561535 572.317363 572.317363 677.2632231 260.6313101 311.0557474 186.8855706 1319.859646 3757.566035 330.9103696 254.9585609 192.2431671 218.0856912 309.164831 264.7282957 178.0612941 226.2796622 216.8250803 378.1832795 220.6069131 513.383802 204.5341237 241.7221462 196.0249999 468.6321139 586.1840833 376.9226686 172.7036976 455.0805464 116.6065112 153.4793809 110.3034565 343.2013262 1939.449918 358.3286573 406.8621782 303.1769291 235.4190915 248.970659 295.2981108 180.2673632 352.3407554 579.5658759 306.9587619 587.4446942 112.8246784 54.20627006 358.9589628 187.8310288 595.6386652 458.8623792 355.17713 206.1098873 103.0549437 275.7586413 303.1769291 73.74573951 150.6430063 265.6737539 115.0307475 576.4143485 278.2798632 1602.8668 748.4877407 682.3056668 177.1158359 68.38814305 910.1610927 3449.031509 644.4873389 294.3526526 335.0073551 0.945458199 2418.482073 309.4799837 76.5821141 286.4738342 184.049196 610.7659964 722.0149112 514.6444129 43.17592441 380.3893487 2051.013986 62.40024112 408.4379419 100.8488745 881.7973468 404.6561091 56.09718646 258.1100883 207.3704983 167.9764067 349.1892281 196.3401526 257.7949355 687.6632633 350.7649918 85.72154336 65.23661572 254.3282555 287.1041397 730.2088822 224.0735931 382.2802651 42.54561895 324.6073149 86.35184882 97.38219448 297.1890272 138.3520498 77.84272504 1149.046864 286.1586815 565.6991556 198.8613745 254.3282555 591.8568325 311.6860529 490.3776524 322.4012458 53.89111733 142.764188 51.36989547 806.1606908 48.84867361 82.2548633 329.8887415 365.5738217 551.1362388 254.1570713 3087.155939 389.7603761 417.5154385 1162.540613 365.9703226 542.0167183 555.8942495 436.1509804 625.6784064 379.054852 1786.633016 170.0988823 -0.793001782 1.189502674 809.258319 481.7485829 312.0462014 382.2268592 6350.754775 513.4686542 386.9848699 235.1250285 239.0900374 222.8335009 675.6375187 126.4837843 480.5590802 566.5997736 782.2962584 2092.731704 421.8769483 396.1043904 -3.568508021 553.1187433 388.5708734 491.2646043 816.3953351 505.5386363 377.0723476 297.7721693 215.2999839 346.5417789 948.033631 366.3668235 292.6176577 183.5799126 408.7924189 682.7745347 400.4659002 938.5176096 55.51012477 1167.298624 447.2530053 2245.781048 1581.642055 1911.927298 438.9264866 377.8653494 1879.414224 1990.434474 804.1038074 51847.64604 3855.574666 377.8653494 306.4951889 404.4309091 446.8565044 401.2589019 1465.467294 4435.258969 948.4301319 238.6935365 317.200713 883.0074848 667.311 395.7078895 388.5708734 356.4543012 413.9469305 519.0196666 302.1336791 270.8101087 262.0870891 425.4454563 900.453524 393.725385 877.4564723 470.6465579 752.9551925 871.508959 676.4305205 288.6526488 308.8741943 355.2647986 616.5588859 769.211729 370.7283333 393.3288841 845.3399001 4798.057285 348.1277825 248.2095579 65.02614616 504.7456346 739.4741622 692.687057 349.7137861 1833.420121 265.6555971 194.6819376 432.5824723 918.2960641 354.4717968 224.4195044 263.6730927 49.16611051 475.8010695 784.6752638 754.541196 1343.34502 219.2649929 282.7051355 41.63259358 410.7749233 17.44603921 344.9557754 256.1395757 823.5323511 412.7574278 965.8761711 1477.362321 1680.767278 1894.084757 132.0347968 230.3670178 711.3225989 252.9675686 1152.23159 208.1629679 2480.113075 438.1334848 481.352082 1941.268364 -0.793001782 918.692565 1429.782214 269.620606 1672.83726 285.4806417 272.3961123 2011.449021 544.3957237 3132.357041 414.7399322 471.8360606 4147.399322 490.0751016 373.9003404 134.0173012 348.5242834 9435.135208 2815.156328 315.6147094 478.9730766 462.7165401 881.0249803 869.5264545 760.0922085 123.7082781 59.0786328 427.4279608 134.0173012 274.7751176 212.1279768 241.8655437 403.2414064 761.2817112 457.5620285 1910.341294 51920.2057 979.3572014 356.0578003 648.6754581 480.5590802 150.6703387 472.2325615 647.0894545 2299.705169 368.7458289 783.882262 136.3963066 62.25063993 411.6364434 299.2755945 3162.357226 576.9976927 229.6684019 218.7149858 956.8338958 1087.214881 3926.623 1076.968137 997.4675362 1548.671701 3430.185916 2550.732605 372.4161471 965.3139599 348.7426349 526.8239803 416.5831474 426.1232195 1688.592758 225.0750338 632.8247812 356.5160269 1407.3373 991.4608241 98.58074481 1052.941289 888.2867113 375.2428351 1377.303739 411.9897794 1217.24253 1158.94209 1366.350323 1028.561104 653.3182694 350.1559789 266.0620102 2715.033846 5507.801613 1.060008009 369.942795 552.2641725 230.3750739 703.1386458 1937.69464 358.2827069 1501.324676 254.0485861 866.0265431 284.0821463 111.3008409 695.0119177 437.0766356 656.8516294 598.1978529 374.5361631 184.4413935 121.900921 7326.068684 509.8638522 187.6214175 306.6956505 448.7367237 302.1022825 458.2767958 833.8729668 358.2827069 400.6830273 576.9976927 401.3896993 330.3691627 1687.886086 939.5204317 748.7189901 346.6226188 1600.258757 403.8630513 822.9195507 2116.835993 525.0573003 337.7892188 552.2641725 13198.51305 909.4868715 396.4429953 678.7584616 687.9451976 452.2700837 702.4319738 291.8555384 469.9368839 278.0754343 179.8480255 304.5756345 179.1413535 788.9992945 1297.449803 244.155178 -0.706672006 278.4287703 -2.120016017 419.0564994 477.7102759 988.6341361 224.0150258 279.8421143 1671.985966 181.2613695 243.448506 453.3300917 430.0099155 161.4745533 455.8034437 1027.501096 339.2025628 290.0888584 526.4706443 2116.129321 329.6624907 781.9325744 305.9889785 396.0896592 1516.87146 588.3044448 881.9266632 19.78681616 150.5211372 331.7825067 269.9487062 404.9230593 560.7442366 237.7951299 441.3166676 155.4678413 -2.47335202 1944.408024 3740.061591 214.8282898 921.8536316 363.229411 260.7619701 661.7983334 196.1014816 264.2953302 149.4611292 298.9222585 280.5487863 137.0943691 1790.000191 1248.336098 841.2930229 155.4678413 334.2558587 926.4469996 277.0154263 162.1812253 384.7829072 1958.188128 932.4537116 709.4986938 2160.296322 348.3892989 656.4982934 264.2953302 627.1714051 3789.528631 584.7710848 183.3813855 313.4090346 575.9376847 288.6755144 82.68062468 216.2416338 142.7477452 831.7529508 105.6474649 1320.769979 198.5748336 102.4674408 156.1745133 214.8282898 907.0135194 232.4950899 251.9285701 611.624621 330.3691627 9201.929523 165.7145854 1229.255954 283.0221383 286.9088344 208.4682417 172.4279694 992.8741681 328.9558187 283.3754743 456.1567797 521.1468677 171.1888499 409.9688693 1105.778899 306.0553423 74.855641 581.7894123 168.3462306 277.3133029 257.7308146 394.4923865 899.5310784 535.3599641 598.845128 331.0072227 367.6454267 129.8129471 457.6617038 52.11468677 172.7680828 193.2981109 328.1646034 258.6783543 336.6924612 259.9417407 -0.94753976 -0.631693173 -2.526772692 156.9757535 299.7384106 1236.22354 869.8414992 672.7532292 1.263386346 331.9547624 293.1056323 362.2760347 585.895418 462.7152492 416.6016476 133.6031061 1149.681575 528.7271858 1127.256467 900.7944647 125.0752483 1077.03686 1007.234764 884.6862888 368.908813 250.4663431 100.4392145 355.0115632 473.1381866 2178.078061 351.8530974 98.2282884 114.3364643 210.9855198 302.5810299 209.4062869 258.9942009 217.9341447 295.0007118 399.2300853 601.0560541 756.1367281 758.3476542 277.9449961 147.5003559 623.7970083 323.7427512 743.8187112 295.9482516 483.5611239 3690.03567 86.5419647 108.9670723 352.4847905 222.6718435 259.9417407 1297.813624 372.6989721 347.4312452 347.4312452 1636.401165 365.4345006 3952.82003 1047.347281 567.8921625 3484.103696 413.7590283 581.1577192 449.7655392 454.8190846 286.7887005 174.0314692 409.9688693 492.7206749 134.2347993 314.5832002 167.3986908 382.4902163 408.0737898 264.3635929 175.2948555 514.5140894 838.5726872 141.4992708 138.3408049 231.5155479 162.660992 361.6443415 754.5574952 280.7876154 475.0332661 143.7101969 480.7185047 1763.687339 1186.951472 86.5419647 76.11902735 351.8530974 228.6729286 368.2771199 81.17257273 134.8664924 153.8172876 390.7022275 162.3451455 598.845128 461.4518629 585.2637248 489.8780557 2553.935498 31.26881206 156.3440603 148.1320491 162.660992 236.2532467 78.64580004 133.9189527 493.0365215 285.8411608 529.9905721 260.2575873 676.5433883 295.3165584 331.6389158 509.1446974 409.0213295 760.2427337 243.8335648 731.8165409 331.6389158 504.4069986 530.6222653 2746.28607 651.591508 1129.151547 739.0810124 1870.443485 540.7293561 3921.235371 1323.397197 71.06548196 77.06656711 164.8719182 153.8172876 996.1801338 679.3860076 268.1537519 2501.189119 38.21743697 1020.184474 195.509037 145.921123 466.5054083 167.3986908 373.0148187 481.0343512 758.9793474 1124.098001 501.5643794 315.2148933 302.5810299 251.7297294 2311.997013 318.6892058 285.5253142 117.4949302 204.9844346 336.6924612 167.0828443 93.17474302 1161.367899 476.2966524 2944.847542 979.7073993 1033.256205 746.9890037 197.3559766 821.7552611 640.2281767 358.6759644 53.54880595 329.3756743 5831.094504 2371.976354 186.5788585 455.670028 741.9372296 484.2967481 2381.406332 -2.357494601 261.3451158 309.8421476 343.8574269 160.9832028 303.4432337 890.4593894 597.456489 2650.497502 110.1286764 1171.338032 1918.663821 336.1113732 438.8307808 294.6868252 113.1597409 293.0029005 294.6868252 1147.763086 231.3712559 191.2938477 209.4802346 602.5082631 558.7262205 1026.520506 466.4471461 197.6927616 502.1463501 273.4693738 451.6286086 850.0451963 527.4052208 278.5211479 402.458007 299.4018144 166.0349769 307.1478681 1287.528837 289.971836 843.3094974 1163.255193 124.273644 2528.244568 110.1286764 537.1719842 488.6749524 104.7401173 657.0674239 715.3312191 129.6622031 822.092046 391.0073189 1223.876483 2523.192793 277.5107931 330.3860291 332.7435237 398.0798027 135.7243321 259.997976 585.332231 1284.497773 303.1064488 350.9299107 1941.228412 1339.393719 453.6493183 647.6374455 156.6049985 194.6616971 373.4945018 321.2928357 580.9540268 366.0852331 176.8120951 452.3021785 1666.075113 607.8968222 767.5328852 99.01477326 1284.497773 329.0388894 0.673569886 0 599.4771986 0.673569886 569.1665538 915.3814752 124.273644 307.821438 271.1118792 323.3135453 1222.192558 316.9146314 209.8170195 229.6873312 173.7810306 255.2829868 222.6148474 246.5265783 1614.547017 98.67798832 192.6409874 472.8460601 359.0127493 345.5413516 120.2322247 172.4338908 341.4999323 64.99949401 373.1577169 1735.452812 363.7277385 1030.898711 2341.328924 116.8643752 1191.208344 31.99456959 1198.954397 136.061117 235.7494601 178.1592349 217.5630732 155.5946437 182.2006542 314.8939218 327.6917496 149.5325147 184.8949337 379.2198459 1204.342956 321.6296206 109.4551065 445.2296947 111.1390312 247.8737181 543.2341131 276.5004382 321.2928357 932.8942923 224.972342 201.3973959 159.972848 560.0733603 694.7873375 122.2529343 4818.38218 1093.203925 760.7971864 251.9151374 52.87523606 146.1646653 213.5216539 889.1122497 157.9521383 183.211009 118.211515 434.7893615 53.54880595 463.0792967 194.6616971 213.184869 51.86488123 80.82838633 245.8530084 246.8633633 204.7652454 108.7815366 146.1646653 349.2459859 750.0200682 641.5753165 129.6622031 583.6483063 150.5428695 109.4551065 111.1390312 117.8747301 522.3534467 231.0344709 447.9239743 243.8322988 1576.930663 524.9934882 122.8625177 383.0190234 290.969645 331.1437381 479.7488785 113.8916037 364.2971159 347.9154469 612.7524294 2078.911807 2085.152443 558.146866 446.9855405 557.3667865 312.0317909 368.9775928 451.6660174 367.0273941 303.8409564 383.0190234 363.5170364 487.1596336 -4.680476864 1264.508833 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627.9548225 147.3238436 664.1762876 1371.191423 3454.622232 1036.839438 108.3161119 108.6643952 264.6953218 124.6854279 90.20537939 513.0213276 2289.194743 134.7563766 -1.996390764 99.15407461 274.1709983 785.9124974 883.7356449 492.7757869 412.2546928 834.4913393 404.2691297 181.6715595 1145.928299 437.2095773 3531.947993 1567.16675 301.7877372 420.2402558 647.8288029 347.7047247 588.6025436 347.0392611 378.3160498 202.3009308 12480.76959 1833.352185 69.87367674 82.18475312 428.2258189 5479.759915 873.753691 298.4604192 1787.767929 534.0345294 2749.362814 321.418913 170.3586785 81.18655774 561.6512683 938.3036591 252.5434316 409.9255702 397.281762 5833.453812 281.1583659 625.5357727 610.562842 1253.400668 285.1511475 1168.221329 231.5813286 186.6625364 276.167389 208.290103 362.3449237 5507.376654 551.0038509 4000.101627 168.6950196 486.7866146 946.2892221 38.5968881 223.2630338 301.7877372 1509.936881 259.8635311 427.8930871 527.0471617 260.5289947 335.3936483 298.793151 621.5429912 1835.681307 701.06589 830.8312896 658.1434885 737.3336555 2085.895617 398.2799574 323.082572 664.1326608 1535.224498 1350.558352 283.1547567 363.0103873 1273.031844 1813.721009 2264.905322 476.1391972 1513.929663 747.9810729 643.8360214 617.5502097 629.1958224 84.51387568 336.0591119 616.2192825 388.9634672 147.4001847 330.7354032 258.5326039 -5.656440498 -1.66365897 352.3629698 220.9339112 89.17212079 51.57342807 285.816611 221.266643 229.9176697 519.0615986 195.6462949 319.755254 254.2070906 298.4604192 517.3979397 154.3875524 136.4200355 670.1218331 689.0875454 269.8454849 277.831048 256.2034814 94.4958295 209.6210302 279.494707 142.7419396 326.4098899 224.9266927 167.3640924 368.6668277 38.26415631 306.7787141 328.7390125 159.7112611 71.53733571 216.2756661 80.85382594 104.4777833 164.0367744 279.494707 1158.239375 1336.250885 186.9952682 955.2729806 72.2027993 374.9887318 71.8700675 360.0158011 249.8815773 58.56079574 1763.145776 545.3474104 128.4344725 165.3677016 80.52109415 127.4362771 164.0367744 728.3498971 358.6848739 1058.752569 1326.601663 466.822707 1825.03389 413.2528881 498.0994956 1094.687602 66.5463588 -1.996390764 105.1432469 60.8899183 67.54455418 527.0471617 267.1836306 465.159048 205.9609805 136.0873037 88.17392541 179.6751688 96.15948847 109.1360284 1077.052817 111.1324192 533.036334 162.7058473 256.2034814 88.5066572 195.3135631 149.3965755 570.6350267 642.5050942 735.0045329 244.5578686 617.5502097 153.7220888 1223.454807 247.5524547 142.076476 3939.876243 355.6973708 3760.403369 570.4963539 3502.969427 1292.448323 1592.517224 2001.812829 450.7124219 621.2522572 1072.776774 1997.346309 378.8420627 754.8417949 2367.66138 708.552411 227.3864471 97.8573817 1890.961936 178.6607799 394.2718574 138.8681516 237.943675 313.8745064 -0.812094454 -0.406047227 -0.406047227 2040.793363 455.1789414 857.5717433 2349.795302 250.9371863 1352.94936 625.7187767 330.1163955 427.9737772 475.0752555 502.2804197 658.6086021 916.042544 4517.2754 201.3994246 1424.007625 681.3472468 92.98481497 1339.143754 328.0861594 178.2547326 564.8116927 341.4857179 482.7901528 218.8594553 479.541775 3707.211182 290.3237673 905.8913633 131.1532543 501.0622781 441.7793829 447.8700913 1992.473743 1209.208642 261.0883669 505.9348448 1190.936517 888.4313326 1257.934309 1392.741988 1707.834637 404.423038 1238.850089 235.1013444 318.3410259 -1.218141681 110.850893 1639.212655 236.3194861 127.4988293 200.1812829 1352.94936 873.8136324 493.3473807 444.6217135 273.2697837 643.1788075 551.006087 744.284567 304.5354202 508.3711281 667.5416411 302.5051841 394.2718574 317.9349787 481.1659639 329.3043011 339.861529 70.24617026 102.3239012 302.0991369 165.2612214 790.1679036 296.8205229 939.5932832 564.4056455 131.5593015 1596.577696 556.2847009 785.7013842 1370.409391 1636.776372 283.0149172 702.8677499 2756.248577 822.2456346 481.9780584 346.3582846 2595.453875 458.8333665 388.5871962 105.9783262 242.8162417 451.5245164 164.4491269 139.6802461 317.9349787 170.9458825 317.5289315 513.6497421 668.7597828 189.2180078 240.3799584 415.3863132 873.8136324 983.0403365 474.6692083 1663.981536 404.423038 85.67596489 220.077597 2116.318147 247.6888084 612.7252655 417.0105021 364.2243626 1944.966217 617.5978322 390.2113851 1749.657501 1086.176332 170.9458825 1386.65128 826.7121541 275.7060671 563.593551 244.4404306 229.010636 248.9069501 1402.487122 649.6755631 445.0277607 1143.428991 1184.439761 821.0274929 375.5936849 85.26991766 441.7793829 343.9220012 1290.824134 287.0753895 1200.68165 344.3280485 350.8248041 95.01505111 318.7470732 101.917854 404.8290853 576.5870623 2162.607531 2596.672016 1526.331526 6825.653885 140.0862933 481.5720112 784.0771952 1428.880192 1002.530603 7328.746399 272.4576893 704.0858915 306.5656563 326.4619705 307.3777508 162.0128436 102.7299484 288.6995784 1953.671329 275.26662 636.446667 346.7465913 336.0933263 679.7470342 1254.336034 1557.094951 303.7898778 679.4033805 419.6011774 977.0074916 138.1487906 509.6384488 3096.319908 321.3162169 2536.508018 437.4711702 397.9509938 463.9325057 529.5703639 807.9298673 119.9351441 353.2760117 1122.37301 445.7188592 1023.744396 346.4029376 836.7967788 -2.749229663 1235.43508 1024.775357 602.0812963 614.4528297 1805.900235 435.0655942 233.6845214 702.7718327 498.6415302 127.4955256 721.6727866 415.4773329 1180.79414 331.9694818 401.3875308 337.1242875 395.2017641 358.0871636 130.2447553 158.7680131 914.8061705 3365.057108 59.79574518 156.7060908 303.4462241 456.3721241 1243.339115 225.0931787 625.7934021 720.2981718 287.2944998 624.4187873 5160.304078 1708.989889 191.4151153 1244.71373 498.2978765 280.7650794 1281.82833 549.8459327 1020.651512 406.5423365 574.2453459 530.2576713 1790.779472 287.6381535 159.1116668 2650.601049 761.192963 375.9571565 336.0933263 414.4463717 239.8702881 364.6165841 596.5828369 1317.224662 264.6133551 1201.413363 841.264277 4524.544718 476.9913466 665.3135785 320.9725632 1345.060613 152.9259 331.9694818 277.3285423 416.8519477 303.1025704 1712.77008 97.25399934 477.3350003 235.0591362 246.3997086 1043.676311 354.3069729 114.4366847 139.5234054 435.0655942 150.8639778 934.3944318 2297.668691 331.2821744 756.0381574 169.7649317 158.0807056 815.1465952 283.8579627 1250.212189 308.257376 539.8799751 8355.596254 334.0314041 219.9383731 337.1242875 617.5457131 -1.374614832 0.687307416 350.5267821 765.3168075 188.3222319 453.9665481 -1.030961124 0 726.8275922 651.2237765 763.9421927 331.2821744 374.2388879 345.7156302 263.582394 63.91958967 2817.960405 3815.587119 1389.048287 288.3254609 722.0164403 441.251361 536.443438 306.8827612 778.3756484 476.6476929 548.8149715 2096.974926 240.2139418 483.1771133 339.8735171 785.2487226 338.1552486 714.4560587 172.5141614 197.2572283 375.269849 1267.738528 293.8239203 1188.698176 618.9203279 184.8856949 211.0033767 316.8487187 223.0312564 707.2393309 2041.646679 100.6905364 156.3624371 1546.785339 214.09626 506.8892192 26.1176818 506.8892192 409.9788735 2013.467075 75.60381574 263.2387403 142.6162888 -1.030961124 192.1024227 143.9909036 695.8987585 1675.311826 240.5575955 100.003229 531.6322861 299.6660333 79.72766023 410.6661809 165.6410872 310.1879876 833.8461048 272.8825281 288.7718905 198.271609 126.7694782 270.8100026 163.7295169 33242.27323 1099.474794 1432.460562 367.5278606 454.5739329 861.8251995 2901.535742 2882.537591 208.9796576 715.7121496 432.121573 273.227949 468.3907697 750.2542418 253.5389565 -2.07252553 1056.297178 271.8462653 329.5315592 308.8063039 316.7509851 326.4227709 1209.318647 369.9458071 734.7103003 498.4423899 410.014634 1031.081451 214.5063923 347.4934472 222.7964944 322.9685617 80.82849566 312.6059341 715.3667287 169.6016725 756.1263974 96.71785806 2212.075582 547.4921608 694.9868943 771.324918 1012.428721 264.247005 550.2555281 568.562837 155.0939938 121.2427435 3700.148912 491.1885506 2498.084105 440.757096 207.9433948 446.6292517 1760.955858 523.3126963 276.6821582 245.9396962 522.2764335 1382.029107 179.9643002 423.8314708 281.1726302 184.1093512 480.480502 162.6932541 262.5199004 284.2814185 154.403152 287.3902068 271.5008444 1985.824878 392.7435879 456.3010375 209.3250785 482.2076066 214.5063923 570.6353625 330.2224011 549.5646863 221.4148108 894.2947661 339.8941869 283.2451557 228.6686501 854.2259392 841.0999442 237.6495941 158.8936239 206.5617111 2374.423415 1297.400982 345.4209216 591.3606178 139.5500523 1249.387474 399.6520063 182.3822466 241.1038033 385.8351695 245.5942753 2232.455416 2659.741097 2382.368096 259.4111121 312.2605131 74.61091907 364.0736514 255.9569029 179.6188792 385.4897485 627.9752355 149.5672591 733.6740375 356.819812 408.9783712 332.2949266 167.1837261 81.17391658 665.626116 855.2622019 185.4910349 385.8351695 572.3624671 305.6975156 1210.354909 197.2353462 134.3687385 582.7250948 198.9624509 239.3766987 407.5966875 1407.935677 97.75412082 242.8309079 478.4079765 334.7128731 316.7509851 418.3047361 157.8573612 76.6834446 103.6262765 2628.653214 1575.464824 912.6020749 1537.468522 1561.647987 380.9992766 235.2316476 -0.345420922 955.4342692 190.6723487 464.9365605 -2.07252553 33.5058294 240.4129615 627.2843937 423.140629 169.2562516 229.7049129 1502.92643 130.9145293 815.193375 691.878106 225.5598618 512.2592268 54.2310847 154.7485729 440.4116751 161.6569913 491.1885506 117.4431134 140.5863151 69.08418433 1150.942511 373.4000163 339.8941869 843.5178906 448.7017772 45225.96127 181.6914048 570.6353625 356.4743911 116.7522715 1672.528103 425.9039964 1255.950471 1912.941064 128.8420038 314.6784596 1873.029192 343.0957192 457.0269352 2141.581344 740.2273866 191.0789252 190.1023719 289.3852888 200.844458 1276.02962 266.2735278 781.2426243 278.9687204 375.6474952 2345.355462 242.8362491 450.8420978 18250.80426 222.9796657 478.5111074 765.6177718 235.6748583 274.085954 352.2102165 319.6584405 583.0023084 513.01599 -1.302071041 -1.627588801 -0.97655328 -0.97655328 681.308672 902.0097133 -1.627588801 3.906213122 316.0777451 258.1355838 435.2172453 465.490397 1270.495818 195.6361738 246.4169444 299.1508216 267.9011166 1046.865117 838.8592679 2510.718484 2929.659841 305.0101412 250.3231575 342.7702014 475.9069653 307.9398011 662.1031241 233.396234 217.7713815 2132.792364 685.8659206 193.0320318 218.0968993 0.65103552 170.2457886 99.93395236 167.9671642 228.5134676 79.10081571 399.7358094 239.2555537 514.318061 81.70495779 672.5196924 203.7741178 271.8073297 232.094163 253.5783351 552.7291567 1481.105809 347.0019323 1654.281257 324.2156891 550.7760502 742.8315286 251.2997108 -0.97655328 2023.418397 243.1617668 288.0832177 232.4196807 288.7342532 296.2211617 468.7455746 197.9147982 168.292682 1121.408684 352.5357342 338.5384705 348.3040033 308.9163544 403.9675403 555.007781 329.4239733 3153.941578 196.6127271 511.0628834 543.2891417 563.4712428 294.9190907 170.5713063 120.1160535 239.9065892 120.4415713 920.8897434 359.3716072 343.4212369 535.8022332 269.8542232 141.6002257 411.4544488 84.30909988 482.0918028 416.3372152 187.8237476 986.3188132 4942.336152 338.2129528 814.7709536 100.9105056 207.680331 16.27588801 134.7643527 197.5892804 117.1863936 172.1988951 52.40835938 94.7256682 226.2348433 153.6443828 216.4693105 3316.37494 1636.37778 139.9726369 346.3508968 3856.083387 165.0375044 1047.190634 239.2555537 296.2211617 412.4310021 305.0101412 684.5638496 2278.298803 313.473603 324.2156891 111.6525917 584.955415 256.507995 2.929659841 0 536.1277509 229.4900209 638.9913632 511.3884012 878.5724346 627.9237593 302.4059992 7382.091764 180.3368391 402.0144338 295.2446084 1093.088639 178.3837326 214.8417217 60.54630339 1672.835769 95.37670372 784.8233197 53.0593949 86.5877242 36.13247138 447.912438 860.0179223 55.98905474 715.162519 307.2887656 64.45251651 408.8503067 168.6181998 78.77529795 108.7229319 892.8952161 245.1148734 2055.319138 470.3731634 108.0718964 471.6752344 233.7217518 178.7092503 69.33528291 101.6354401 139.5591118 362.5503013 1734.249506 1300.402702 301.8724266 268.1203588 200.9954599 7459.206984 2026.261778 653.8040998 3238.681562 394.7854222 661.3888342 3246.645533 576.4398096 276.4635666 257.122494 398.1985527 346.6223592 797.5348155 645.4608921 1403.934326 547.2385824 626.4990562 97.84307295 312.8702914 391.7515285 518.7958286 657.596467 676.1790661 378.4782434 892.7232314 1788.859593 1822.611661 1852.192125 1.516946867 397.819316 1160.84359 370.8935091 272.6711994 317.421132 285.1860111 1080.824643 314.766475 421.7112291 382.2706106 661.7680709 4198.529692 515.0034615 774.4013758 290.4953251 3374.06907 360.6541177 291.2537985 12822.37263 512.3488045 467.9781086 667.4566216 1533.254046 -1.896183584 644.7024186 428.1582533 849.4902457 2228.015711 684.5222739 10551.50317 387.5799246 318.9380789 154.3493438 633.3253171 2074.804078 296.5631126 907.1342267 894.9986517 352.6901467 1143.777938 965.5366811 805.1195499 1782.412569 284.4275376 482.7683405 1766.863864 724.7213659 690.5900614 861.2465839 780.8484 1047.072575 963.2612608 2335.339702 461.5310844 721.3082354 300.7347165 2039.535063 2861.341029 267.7411221 284.8067743 241.1945519 198.3408029 252.5716534 312.111818 131.9743775 382.2706106 274.1881463 319.3173156 488.4568913 993.2209614 450.1539829 405.0248136 403.12863 225.2666098 4925.147242 615.8804282 1222.659175 1186.25245 219.1988223 1537.42565 659.1134139 89.12062846 1126.333049 375.8235864 299.2177696 3163.592692 1754.728289 2081.630339 208.2009575 359.5164076 211.9933247 149.7985032 232.0928707 1271.580712 415.6434417 623.4651625 385.683741 14.03175852 195.3069092 696.6578488 541.9292684 276.8428033 1709.219883 52.71390364 62.953295 100.49773 981.4646232 742.9247283 239.2983683 1319.364538 1174.496112 424.3658861 388.7176348 668.5943318 1343.256451 421.7112291 2229.153422 1171.462218 992.0832513 494.145442 501.7301764 -2.275420301 400.0947363 610.1918774 377.71977 -1.896183584 325.7643398 5421.947341 1134.676257 37550.12352 262.4318081 1648.162771 1099.786479 525.6220895 721.6874722 415.2642049 378.0990067 1326.570036 1014.837454 230.5759238 158.5209476 47.02535289 197.2030928 370.1350356 1133.15931 449.3955095 784.6407671 414.5057315 825.2190958 610.5711141 368.6180888 362.1710646 1390.281804 49663.70273 637.8761577 918.5113282 734.9607572 340.9338084 3806.398927 1546.527331 601.4694329 406.1625237 385.9754625 128.2833899 1223.193375 517.6347311 692.4302272 10092.75196 3133.940709 299.7030073 2893.128029 339.8384539 1148.924044 538.2651008 1442.250392 4285.490436 543.5164676 1008.262433 43.88642285 668.0488812 335.7123799 620.7865796 237.0617029 479.7498703 323.3341581 435.4883498 2909.632325 1601.291788 1131.294456 1887.866378 926.8662467 205.1784043 542.3911747 820.7136171 546.8923463 2195.821533 910.3619509 322.2088652 -1.125292894 341.3388444 308.3302528 491.0027992 466.6214532 576.1499615 528.88766 353.7170662 681.9274935 679.6769077 4171.085659 1127.918577 986.5067701 548.7678344 885.2304096 363.094507 96.77518885 556.6448847 1780.963553 943.3705425 243.8134603 320.7084747 518.3849263 332.7115989 282.0734187 1159.05168 197.6764516 1241.198062 381.4742909 560.395861 144.7876856 139.1612212 1106.538012 294.0765429 660.5469285 331.9614036 372.0968501 1088.533326 414.4828825 531.5133434 1187.184003 547.2674439 1878.113839 690.554739 1298.963097 869.4763091 635.4153872 4791.497141 2268.965571 433.9879593 2813.232234 392.3521222 231.0601408 195.0507682 1528.522847 610.283846 387.8509507 838.7183034 235.93641 963.6258145 1273.08136 20752.27645 249.4399247 1398.363969 0.375097631 273.0710755 685.3033722 2013.899182 180.4219606 13171.92842 361.2190188 382.2244862 809.4606881 295.2018358 235.1862148 97.52538411 1285.83468 986.1316724 1213.065739 399.4789772 1444.12588 5629.465249 384.0999743 173.6702032 994.7589179 175.920789 481.6253585 360.4688236 5084.823489 1612.169619 788.4552208 1130.54426 648.918902 58.8903281 76.8950144 600.5313075 497.7545566 366.4703857 501.8806305 275.3216613 323.7092557 366.8454833 1062.276492 412.2322967 309.8306434 1498.139939 148.1635643 154.5402241 2293.346917 942.2452496 395.7280009 1166.553633 403.2299535 7201.124324 5878.905174 244.1885579 794.8318805 846.9704512 1775.337088 661.6722214 657.9212451 1730.325373 933.6180041 736.6917477 3016.910248 139.5363188 149.2888572 580.6511331 1999.645472 1194.685955 785.0793421 304.2041789 61.51601152 477.4992845 149.6639548 195.4258659 698.4317893 2976.024606 51.76347311 220.5574071 707.0590348 53.63896126 280.5730281 611.4091389 228.809555 220.1823095 111.0288988 1009.012628 972.2530601 99.02577464 153.7900288 444.490693 406.9809298 161.667079 389.7264388 245.6889484 312.0812292 316.2073031 210.8048687 270.0702945 -1.125292894 736.31665 265.9442205 377.450812 311.705622 466.2235052 173.8743352 197.9030341 353.4221131 453.5416919 216.925754 640.4315723 586.0332678 357.4268963 500.5978939 531.6349634 563.0057647 215.9245582 2250.020667 1908.612904 158.5226664 1871.234928 234.2798144 174.541799 197.5693021 0.667463859 -6.007174727 441.1936105 318.3802605 -12.01434945 392.4687488 214.9233625 213.9221667 1711.377333 261.6458326 510.2761199 423.1720863 1403.676495 437.8562912 1784.798358 2291.737158 370.4424415 287.0094592 174.8755309 254.3037301 364.7689987 152.1817598 189.5597358 313.0405497 6403.314527 51.72844904 145.5071212 140.5011422 299.6912725 1411.018597 405.1505622 219.9293414 242.2893807 117.1399072 649.4423344 839.0020702 632.7557379 340.0728359 -2.002391576 2965.541924 175.2092629 592.7079064 459.2151347 589.3705871 259.3097091 289.0118508 298.6900767 1853.213403 622.74378 374.1134927 104.4580939 176.2104587 180.5489737 233.2786186 883.7221488 346.7474745 1487.776941 160.1913261 2723.252543 2474.288524 1658.98142 458.5476708 399.8108513 548.6552917 348.0824022 622.0763162 2580.749009 882.720953 436.1876316 369.1075138 370.7761734 292.3491701 458.2139389 658.1193646 194.5657148 838.6683383 1036.905104 442.1948063 804.6276815 196.9018383 326.0560949 454.8766196 1105.32015 187.8910762 1973.356898 134.8276994 123.4808138 550.6576833 144.5059254 601.7186685 214.2558986 167.5334285 143.1709977 1287.204051 488.9172764 815.6408352 104.1243619 251.6338747 944.7950918 90.10762091 1444.058058 567.0105479 226.60398 250.298947 257.9747813 119.8097626 231.276227 109.7978047 632.422006 1063.603659 281.3360164 232.6111547 131.1566482 61.40667499 187.8910762 2341.463216 108.7966089 184.5537569 217.259486 668.7987863 144.5059254 269.9891308 2317.768249 260.9783687 1011.207746 1062.602463 240.9544529 1008.204158 165.197305 384.1254506 115.1375156 367.4388541 751.5643048 143.5047296 349.083598 218.2606818 2812.025236 2429.234713 1.668659646 128.1530608 106.7942174 72.41982866 121.1446903 537.3084062 676.8083526 231.276227 634.4243976 158.8563983 49.05859361 148.1769766 652.4459218 313.0405497 473.5656077 146.508317 61.07294306 5862.668802 313.3742816 272.3252543 221.931733 144.1721935 350.4185258 260.6446368 213.9221667 507.9399964 376.7833482 550.9914153 2163.917829 319.3814563 185.5549527 609.0607709 169.5358201 132.157844 132.157844 105.7930216 240.620721 238.6183294 251.9676066 213.5204673 379.5555547 -0.654970759 1120.327483 311.4385958 392.3274844 408.0467827 271.1578941 1606.315786 372.0233909 621.2397646 1012.257308 234.1520462 209.9181282 2563.555549 767.2982438 381.5204669 -1.637426897 350.0818705 318.3157887 244.304093 210.2456135 179.4619879 508.9122795 1225.122804 258.7134497 1524.116955 -0.982456138 1058.105261 105.4502921 481.730993 -2.619883035 195.5087715 242.3391807 474.1988293 151.953216 -2.292397655 231.2046778 693.6140334 331.0877185 339.9298238 380.2105254 224.6549702 493.5204667 393.3099406 303.2514613 131.3216371 195.1812861 218.1052626 111.345029 208.2807013 97.26315766 302.9239759 317.660818 231.8596486 267.8830403 177.824561 337.6374261 98.90058456 3268.959057 379.5555547 205.6608182 1102.970758 863.2514599 1108.865494 256.0935666 256.7485374 341.5672507 769.2631561 1702.596487 1920.374264 324.5380109 279.672514 375.2982447 509.8947356 292.1169584 513.8245602 2075.274849 503.0175427 771.5555537 367.4385956 1046.643272 1000.140349 112.6549705 298.9941513 203.6959059 272.4678356 1386.573096 337.9649115 301.9415198 284.5847946 1017.824559 248.8888883 3393.403501 648.7485365 183.7192978 351.0643267 800.3742671 -0.982456138 908.7719277 240.0467831 46.83040925 188.3040931 2451.883035 277.3801163 173.2397657 703.4385948 175.2046779 420.1637417 177.4970756 77.28654952 134.2690055 717.8479515 117.5672512 434.9005838 500.3976596 2555.6959 252.4912275 92.35087697 112.6549705 206.6432744 272.795321 187.6491224 503.6725134 275.7426894 718.1754369 524.3040923 251.5087713 362.8538003 323.8830402 1058.760231 311.4385958 33.73099407 260.3508766 373.9883032 70.40935656 194.8538007 232.5146193 357.2865489 108.7251459 354.9941512 1201.543857 201.0760229 8853.56723 722.1052614 5040.982444 540.6783613 161.1228066 -3.929824552 334.3625723 225.6374264 532.1637414 350.4093559 103.1578945 796.4444426 197.1461984 906.1520446 1500.865494 637.2865482 11223.90641 1222.830406 312.7485373 359.2514611 315.6959057 165.3801166 190.9239762 314.3859642 176.8421048 66.47953201 2038.269001 717.8479515 104.467836 252.4912275 1745.497072 634.3391798 205.6608182 177.4970756 271.4853795 268.2105257 381.5204669 245.9415199 102.5029237 435.2280691 158.830409 303.2514613 134.5964909 201.7309937 91.36842084 119.8596488 59.27485366 95.62573077 219.7426895 526.9239754 610.1052617 0.982456138 137.2163739 183.7192978 1668.400217 1055.609789 537.1234836 733.1866011 154.6885813 290.3672406 344.0423146 1388.097053 582.5981991 3062.088423 388.0260558 263.5297036 649.6920416 630.3093759 330.9962897 7072.436487 588.5620962 780.897778 99.89527661 188.2355026 712.3129612 702.2488849 116.2959937 12.30053779 6290.793222 324.659649 606.4537875 0 1029.890482 336.9601868 348.887981 1198.370576 699.2669363 1077.974403 1279.628674 6512.948389 1441.772127 472.6388461 939.313795 451.3924626 275.8302414 483.8211532 266.8843957 251.974653 260.1750115 263.5297036 1704.1836 260.1750115 64.11189395 370.8798516 245.6380123 198.6723225 347.7697503 963.9148706 182.644349 327.268854 322.4231876 2775.448618 2661.016342 2583.112936 429.7733356 249.365448 271.3573186 818.172135 2290.509234 883.4022596 2372.140076 917.694668 262.0387293 289.994497 426.4186435 235.5739359 452.8834369 259.8022679 696.6577313 617.6360946 650.4375287 694.0485263 301.1768041 251.2291658 2736.310543 696.2849877 632.5458374 415.2363364 351.8699296 1622.552758 603.4718389 211.3456039 401.4448243 699.2669363 312.3591112 260.547755 286.6398049 292.603702 877.4383625 482.7029224 119.2779422 282.1668821 326.1506233 235.5739359 350.7516989 4216.102514 2096.309835 1478.300996 164.0071706 391.7534915 948.6323843 576.2615584 2809.368283 386.5350815 692.1848085 338.0784175 696.6577313 672.4293993 4792.736816 449.9014883 246.756243 539.7326886 968.3877934 387.2805687 877.4383625 251.974653 286.2670613 272.1028057 1023.553842 290.7399842 625.090966 64.11189395 92.44040522 1083.565556 374.9800309 172.5802727 1753.758494 146.1154792 127.1055572 354.8518781 406.6632343 177.0531955 846.1279027 629.9366324 1767.550006 509.1677159 469.2841539 813.3264685 529.6686122 1703.438112 20651.11198 8111.272815 451.7652062 281.7941385 278.4394464 257.9385501 366.0341852 333.9782382 428.6551049 280.3031642 304.1587527 297.0766249 330.2508025 586.6983783 352.6154167 967.2695627 731.6956268 324.659649 452.5106933 101.3862509 263.9024472 295.212907 89.45845667 294.8401634 3009.158836 1045.172969 1997.532789 662.3653229 597.1351983 105.1136866 88.71296953 191.2174511 115.5505065 39.13807479 254.2111144 1424.253179 1591.987785 602.7263518 257.1930629 228.8645516 223.6461417 495.3762038 347.3970067 2400.468587 348.5152374 156.5522992 227.7463209 216.1912703 80.512611 111.8230708 256.0748322 789.2883386 373.1942211 1284.904215 351.2211034 414.698999 1048.431616 1369.30889 5403.991833 439.1135742 2236.375089 1661.586233 707.6739015 712.9055962 516.5426556 390.6332034 742.5518661 485.5012671 405.2819485 293.6724618 848.5808784 175.0873822 758.5957298 293.6724618 456.5525565 -0.697559292 619.0838714 -1.743898229 1023.668261 -0.697559292 0.348779646 2370.655253 -1.395118584 370.0552043 315.6455795 1468.711089 368.6600857 296.462699 235.426261 264.7237512 227.0555495 458.2964547 498.406114 1302.343198 607.5741431 333.4333415 670.3544794 2320.082204 966.1196191 251.8189043 106.377792 2099.304689 176.4825008 60.33887874 1646.588708 422.7209308 493.8719786 1677.630097 3426.062462 330.9918839 328.5504264 1791.332261 565.0230263 186.2483309 1059.941344 401.7941521 192.5263645 609.666821 369.7064246 273.4432424 593.6229573 212.4068043 654.6593953 2192.777634 439.4623538 196.7117203 168.460569 535.0279768 717.0909519 434.5794388 443.2989299 403.8868299 369.357645 356.8015777 189.7361274 725.4616634 253.2140229 713.9519351 1486.498851 714.3007148 390.981983 591.1814998 399.0039149 397.6087963 627.4545829 553.1645184 382.2624919 453.7623193 644.8935652 394.8185591 688.1422413 236.1238203 554.2108573 607.5741431 489.6866228 292.9749025 181.7141955 839.8613873 471.8988609 372.4966618 93.82172474 95.21684333 1628.103387 652.5667174 650.4740396 408.0721857 141.2557566 386.099068 190.4336867 475.3866573 317.0406981 1087.843716 250.0750061 1011.460973 186.9458902 177.1800601 321.2260539 1046.687717 1170.853271 53.01450617 709.7665794 295.4163601 267.862768 305.1821901 650.4740396 144.743553 580.0205511 402.4917114 2429.250234 274.4895813 275.1871406 202.6409743 477.8281149 299.2529362 424.8136087 501.5451308 643.149667 1178.526423 439.1135742 2504.586637 587.3449237 159.3922982 502.5914697 283.5578521 92.42660616 1589.040067 306.2285291 61.73399732 719.1836298 202.2921946 401.4453724 94.86806368 480.618352 215.5458212 2270.904274 928.4514173 1747.734806 212.755584 9860.349369 134.6289433 -0.697559292 369.357645 271.0017849 411.2112025 81.61443714 438.7647945 158.3459592 81.26565749 427.6038459 513.7524184 375.6356786 389.5868645 98.35586014 327.1553078 352.616222 231.9384645 223.567753 152.0679256 -1.743898229 300.2992751 587.3449237 208.2214486 475.3866573 45.69013361 834.6296926 781.9639661 65.57057343 75.68518316 686.0495635 168.8093486 1115.943879 195.2642589 404.0069356 227.4051015 238.4643161 200.1026653 212.1986813 1593.909313 730.2537681 279.9363711 453.0822007 870.9131546 407.8085406 620.007222 242.9571221 866.4203486 953.5116641 393.9845223 299.6355972 415.7573512 412.9925475 482.4582396 -1.036801375 5375.815127 632.7944389 144.806592 154.1378043 545.0119225 232.2435079 656.6408705 677.7224985 -5.529607331 507.6870731 298.5987959 303.4372023 2148.943649 344.2180563 345.9460586 383.2709081 229.4787042 324.1732298 399.1685292 182.1314415 366.6820861 213.2354827 650.0744618 135.4753796 107.8273429 705.7161356 1544.142847 91.92972187 609.9848087 8323.787035 455.8470043 220.8386928 376.0132985 820.8010882 1421.109084 764.8138139 604.1096009 339.0340495 676.6856971 791.4250492 384.9989104 177.984236 438.221381 530.1511028 1463.27234 277.5171679 160.3586126 243.648323 340.0708508 185.587446 1964.738605 608.6024068 602.3815986 447.8981938 219.4562909 2034.549897 353.8948692 451.3541984 297.9075949 442.022986 226.3683001 225.6770992 262.3107478 431.6549723 1880.757693 290.9955858 1130.113498 227.7507019 447.2069929 272.6787615 999.476525 280.2819716 48.38406414 257.4723413 1424.565089 144.4609915 723.6873594 162.0866149 516.3270845 2988.407162 2775.171679 360.8068783 867.45715 189.0434506 465.5238172 257.8179418 1151.195126 341.1076522 703.2969324 177.6386355 1871.426481 203.2130694 369.1012893 274.4067638 241.2291198 139.9681856 0 291.6867867 205.6322726 160.0130121 95.040126 144.1153911 471.7446254 33.8688449 171.4178273 156.5570076 706.061736 1053.044596 509.7606758 2047.337114 1771.893549 179.3666378 174.1826309 199.0658639 97.80492966 381.5429058 361.8436797 2068.073142 217.7282886 781.0570355 325.5556316 371.5204925 957.3132691 142.3873888 1656.808596 911.6940087 843.2651179 806.2858689 692.9289186 233.6259097 248.4867294 58.75207789 364.2628829 545.0119225 434.0741755 88.12811683 2871.594207 150.6817998 263.3475491 190.4258525 555.3799363 449.2805956 1258.331268 301.3635995 549.159128 1359.937803 338.688449 345.2548577 114.7393521 86.745715 539.4823152 264.729951 71.8848953 1287.707307 245.7219258 953.5116641 411.9557461 86.745715 109.2097448 135.8209801 100.2241329 895.1051867 153.101003 331.7764398 267.4947546 1369.269015 331.4308394 726.1065626 298.2531954 261.9651473 1681.691829 370.4836912 2092.445785 303.9824705 685.7818043 1756.012027 833.4682769 939.4316653 213.5824547 796.7122265 584.1231785 403.6542827 643.3964489 980.4924783 657.3041437 443.3905533 2013.30438 223.847658 577.5004668 94.70477838 232.4571833 617.2367374 543.7246367 293.7172672 611.6074324 195.3699974 444.7150957 378.4879779 2.317949121 540.0821452 493.7231628 643.3964489 -5.29816942 -1.324542355 777.837498 626.5085339 375.8388932 400.0117912 189.0784212 5385.25808 542.0689588 401.005198 255.3055389 461.9341463 358.9509782 326.8308261 245.0403357 4360.724568 371.8652662 738.4323629 69.86960922 781.4799894 406.9656386 273.5179963 130.1362864 185.4359297 241.0667086 189.4095568 502.0015525 1047.050732 400.0117912 627.8330763 3418.312683 327.1619617 210.6022344 891.4170049 196.0322685 1676.870621 427.4960451 111.923829 472.1993495 105.6322528 1331.496202 198.0190821 170.8659638 273.5179963 681.8081772 202.6549803 1196.392882 1599.716029 332.4601311 212.2579124 352.3282664 460.2784684 354.6462155 260.6037083 331.4667243 283.7831996 483.4579596 543.7246367 592.4015683 243.0535221 572.5334329 122.8513034 354.31508 153.6469132 320.8703855 337.4271649 1006.983325 85.76411748 312.5919958 268.2198269 292.0615893 234.1128612 565.9107212 455.6425701 357.6264358 489.7495358 189.7406924 888.7679202 374.5143509 199.67476 183.1179806 260.6037083 140.070354 288.0879622 396.3692997 -0.993406766 888.7679202 244.3780645 141.0637608 499.6836034 401.9986047 1228.181899 310.9363178 589.7524836 695.3847364 1023.540105 641.740771 539.7510097 278.8161657 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465.0142374 524.1195824 115.4707071 210.1958295 959.3854343 25.8341243 53.2339531 746.4496218 279.8696799 360.894888 410.9974321 329.1893718 430.5687383 749.1896047 -1.174278377 756.6267011 479.8884302 374.5948024 705.7413048 253.2527034 151.8733368 1711.706448 477.1484473 622.36754 1094.036022 1534.390413 736.6639687 277.9125493 946.8597982 484.9769698 437.6144086 5335.138094 311.9666222 164.7903989 386.3375861 670.9043796 323.709406 306.4866565 623.9332445 279.4782538 495.9369013 396.1232393 453.2714536 721.3983498 14620.54865 1068.593323 455.6200104 340.9321555 1514.036254 375.7690807 144.4362404 320.577997 126.4306386 91.98513955 509.2453896 541.7337581 666.9901183 676.7757714 365.2005753 468.9284987 118.21069 1237.68941 1037.670659 128.3877693 290.4381853 657.5958913 539.3852013 205.1072899 346.4121213 654.8559084 131.5191783 196.4959151 1428.247021 900.2599635 617.2524961 1451.464041 5815.463206 341.8506042 625.2583651 347.8550059 399.0925672 619.6542568 941.8904821 272.1995443 950.6969379 795.7833737 554.4064249 3118.68625 267.396023 323.4371056 1024.751226 871.8391288 2085.528862 529.5882311 1299.752824 182.1335186 595.63665 28655.80703 552.0046642 115.6848063 386.6834703 306.2244874 1051.570887 367.0690914 241.3769489 1523.116568 564.8140545 432.7172168 605.2436927 660.4841885 403.4957951 5077.722382 1051.97118 480.3521371 600.8404648 268.9971968 457.935704 507.171798 1085.996123 1907.798571 614.450442 448.7289547 422.7098806 3448.127757 225.7655044 568.816989 381.0793621 411.9019575 4592.566724 656.0809605 150.9106297 1386.216209 3278.003042 254.9869261 190.539681 1515.510992 770.96518 661.2847754 829.4080233 933.0840262 3135.898868 262.1922081 266.9957295 392.687872 401.4943279 174.5279431 612.8492682 825.4050888 1543.13124 1021.949172 1260.123773 2959.369458 628.4607127 459.1365843 3436.118954 405.4972624 589.2319548 1430.648782 1002.735086 593.6351827 912.268767 4450.062256 1212.889146 413.5031313 449.5295416 562.0120004 408.2993165 777.7701686 2.401760685 467.9430402 3270.79776 4941.62261 468.7436271 627.2598323 700.5135332 277.4033592 1529.521263 238.5748947 640.0692226 457.1351171 510.7744391 427.513402 3542.597011 385.48259 1270.131109 298.6189119 463.5398123 458.3359974 325.4385729 454.7333564 324.2376925 517.5794277 1913.002386 290.2127495 2290.078813 719.3273252 617.6527896 896.6573225 144.1056411 1373.006525 116.0850998 660.083895 869.0370746 1017.545944 2718.793096 483.1541912 5186.6022 1414.637044 690.9064905 1218.893548 597.6381172 262.5925016 152.5118035 1642.003722 170.1247152 1676.829252 1453.865801 422.7098806 199.3461369 102.0748291 252.5851654 677.6968067 485.5559519 525.9855901 2265.26062 758.1557897 455.9342368 923.8772769 889.4520405 554.8067183 5661.350229 215.3578748 169.3241283 491.960647 239.3754816 480.3521371 1203.682397 738.5414107 2585.895671 777.7701686 1266.128175 347.054419 579.2246186 459.5368778 688.1044363 480.7524305 116.0850998 673.6938722 154.9135642 1870.170987 162.5191397 130.4956639 135.2991853 176.9297038 103.2757095 94.06896017 307.4253677 97.6716012 897.8582029 445.5266071 436.3198578 238.5748947 -2.401760685 -1.60117379 384.2817096 892.654388 543.9987952 4996.462812 202.148191 126.4927294 322.2362253 376.4717145 211.6215748 948.8467347 346.9520383 312.0651483 294.4300171 611.8623792 413.6588391 390.656494 1598.279611 484.9661088 517.9361368 484.9661088 392.1899837 186.7023676 592.6937583 841.1190852 282.1620997 240.7578785 197.8201677 224.2728646 269.8941823 443.9452601 7.284075943 3112.21729 663.6176556 215.4552989 -0.383372418 347.3354108 917.7935688 231.1735681 1041.239487 887.1237754 605.7284205 1485.951492 473.0815639 1375.540236 905.142279 1814.885027 1341.420091 295.5801343 733.0080633 1346.787305 327.400045 1941.397925 427.8436185 1138.999454 243.058113 167.9171191 3117.967876 3169.33978 215.0719265 129.9632497 373.7881076 453.1461981 85.49204923 748.34296 462.3471362 9023.436604 2158.386714 4139.65537 354.6194867 683.9363938 635.2480967 336.6009831 270.2775547 1475.98381 169.0672364 474.2316811 1013.636673 146.0648913 939.2624242 326.2499278 1236.759421 573.9085098 101.2103184 107.3442771 2689.740885 200.1204022 4393.064538 1629.332777 9122.346688 1357.905105 698.8879181 496.083909 275.2613962 238.8410164 301.3307206 775.9457741 1524.672107 430.5272255 266.4438305 562.4073373 350.0190177 442.4117704 493.0169296 11068.72845 536.7213853 350.4023901 915.8767067 1282.380738 428.6103634 2086.312699 413.2754667 193.2196987 730.3244564 472.6981915 352.3192522 857.6040992 627.1972759 190.9194642 258.0096373 571.9916477 223.1227473 90.85926308 196.286678 252.6424235 486.4995985 268.7440651 299.0304861 320.4993415 299.0304861 289.829548 123.829291 187.08574 399.857432 235.3906647 152.19885 552.8230268 1106.796171 108.4943943 61.33958689 107.7276495 233.857175 2366.174564 216.2220438 734.541553 359.2199557 272.9611617 967.6319832 885.5902857 223.8894921 1063.091715 534.8045232 157.5660638 374.5548524 260.6932443 1193.82171 842.2692025 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398.0713911 267.5130048 291.5929377 435.3200374 598.2358335 706.5955317 -10.91121961 1056.883306 447.3600038 460.1524682 176.8370074 1304.831365 200.9169403 370.2289687 941.3748777 988.7822456 925.9486707 434.9437884 129.8058884 569.6409132 140.3408591 112.4984366 583.5621244 33263.79359 479.3411647 1096.765695 9660.568089 436.4487842 460.9049661 4482.630013 270.8992454 9648.528123 1051.99207 363.0802386 469.558692 2299.633594 339.7528036 2777.469763 782.9740689 4099.60858 1565.19564 1125.736864 1122.726873 523.7385411 685.9018393 422.903822 622.3157665 492.5098781 1174.649228 617.0482811 419.8938303 361.5752428 1327.782551 787.4890564 1300.692627 682.5155988 258.106781 591.4633524 -3.762489519 493.262376 0.752497904 124.5384031 1698.764018 219.7293879 515.4610641 383.0214331 438.330029 269.3942496 811.5689893 453.0037381 258.8592789 408.9826107 619.3057749 275.7904818 375.1202051 315.2966217 129.8058884 1048.605829 3327.169482 338.6240567 1945.207081 325.4553434 2856.858292 784.1028158 849.5701334 1593.038062 324.3265966 1147.183054 401.4576317 383.0214331 5.643734279 209.9469152 468.8061941 297.236672 396.9426443 98.20097645 337.4953099 87.28975684 1410.93357 1006.089697 340.5053015 251.3342999 480.4699116 314.9203728 377.7539477 287.0779503 1454.954697 476.3311731 621.1870196 971.8510428 238.9180845 371.3577155 591.0871035 264.5030132 3660.902302 367.2189771 394.3089016 701.7042953 516.589811 335.6140651 362.3277407 481.5986585 833.7676774 4206.839531 374.7439561 472.5686836 460.1524682 1056.507057 769.0528577 391.6751589 624.1970112 261.1167726 237.4130887 600.1170783 72.61604772 123.0334073 116.2609261 417.6363366 172.6982689 67.72481134 358.5652512 1324.77256 213.7094047 249.8293041 208.4419194 497.7773634 643.0094588 640.3757162 263.7505153 351.0402721 23942.9783 728.7942199 483.8561522 269.0180006 485.7373969 440.2112737 989.5347435 1044.467091 366.4664792 399.9526359 478.5886668 -1.88124476 267.5657841 270.8792923 354.9595619 318.5109721 397.6209795 1351.497142 396.3784139 781.9879263 926.5397199 529.7471175 2029.109561 722.3447794 1006.478104 1852.251063 2197.2701 2269.753091 -1.656754081 374.8406109 2.070942601 1338.243109 1711.012777 419.9871596 1430.192961 2111.118888 362.4149553 315.1974639 231.9455714 197.1537357 597.6740348 466.3762738 477.1451754 979.5558505 520.63497 948.9059 542.1727731 2160.407322 1521.314435 844.9445814 706.1914271 445.6668478 1036.713866 998.6085224 1172.153512 870.2100811 562.053822 502.4106751 275.435366 238.1583992 733.1136809 484.6005687 2345.135402 575.7220432 290.3461527 352.4744308 687.1387552 232.3597599 516.4930848 572.408535 2193.956592 230.2888173 826.306098 810.1527457 3008.251223 464.7195198 586.4909447 1049.967899 575.3078547 12554.05405 675.5414766 342.1197178 652.3469195 412.5317662 825.4777209 429.9276841 2408.092057 494.9552817 1310.906667 923.6404002 600.9875429 1553.62114 1484.865845 483.3580032 1991.832594 630.3949279 496.6120358 770.3906477 880.9789827 3798.937108 510.280257 1684.504712 1876.273997 2177.80324 1997.217045 892.5762612 552.1132975 -0.828377041 856.1276714 2273.066599 384.7811353 563.7105761 243.9570385 1727.580318 1203.217651 2193.542403 258.8678252 663.5300095 403.4196188 426.6141759 1361.437666 1083.931358 44772.12229 113.9018431 152.0071869 1069.434759 1308.421536 95.26335967 166.0895966 294.0738494 411.7033892 407.1473154 437.7972659 1085.173923 566.6098958 311.8839558 1194.519693 362.4149553 534.7173797 90.29309742 150.7646214 777.4318526 1634.80209 829.2054176 1831.541637 506.5525603 322.2386688 280.4056282 331.7650048 981.2126046 371.1129142 378.154119 241.4719073 300.7008657 1047.896956 692.5232059 626.2530427 224.0759895 425.7857989 1604.152139 2056.860192 305.671128 8697.130549 449.808733 792.3426393 1619.891303 394.7216598 193.8402275 796.898713 558.7403139 581.5206825 492.0559621 1.656754081 111.0025234 -2.899319642 -1.242565561 16.15335229 -0.828377041 443.1817167 1167.597439 668.0860832 540.1018305 986.5970553 735.598812 814.2946309 284.961702 363.2433323 117.2153512 257.2110711 923.6404002 955.5329163 201.2956209 256.7968826 341.7055292 545.9004697 968.786949 9406.635484 644.8915261 5113.571471 324.7237999 431.9986267 2546.016834 1583.028525 1114.581308 314.3690869 619.2118378 631.6374934 211.6503339 1532.497525 528.0903634
In [26]:
df["Sample_diagnosis"].describe()
Out[26]:
count                     609
unique                      5
top       Alzheimer's Disease
freq                      350
Name: Sample_diagnosis, dtype: object
In [28]:
print(df["Sample_diagnosis"].unique())
print("\n")
print(df["Sample_mmse"].unique())
print("\n")
print(df["Sample_gender"].unique())
print("\n")
print(df["Sample_age"].unique())

["Alzheimer's Disease" "Parkinson's Disease" 'Younger Control'
 'Older Control' 'Breast Cancer']


['5' '8' '11' '12' '13' '14' '15' '16' '17' '18' '24' '19' '20' '21' '22'
 '23' '4' '2' '6' 'N/A']


['Female' 'Male' 'UNK']


['UNK' '94' '83' '70' '92' '84' '71' '75' '72' '87' '86' '97' '61' '81'
 '77' '69' '85' '79' '78' '89' '82' '80' '68' '65' '88' '74' '63' '66'
 '76' '64' '73' '53' '30' '25' '20' '22' '19' '51' '52' '62' '57' '54'
 '60' '56' '58' '29' '27' '28' '23' '59' '21' '26' '44' '43' '42' '40'
 '47' '50' '38' '36' '49' '46' '45' '39' '37']
In [29]:
df.to_csv("./Datos/GSE29676_processed.csv", index=False)
In [ ]: